Merge remote-tracking branch 'origin/QA_RELEASE' into db_and_monitoring_IT17097284

FirstApp/MongoModels.py

@@ -40,6 +40,15 @@ class Lecturer(models.Model):
         return self.lecturer_id
 
 
+# admin model
+class Admin(models.Model):
+    admin_id = models.CharField(max_length=10)
+    name = models.CharField(max_length=20)
+    email = models.EmailField()
+
+    def __str__(self):
+        return self.admin_id
+
 # Lecturer_subject model
 class LecturerSubject(models.Model):
     lec_subject_id = models.CharField(max_length=10)
@@ -56,6 +65,12 @@ class LecturerCredentials(models.Model):
     password = models.CharField(max_length=15)
 
 
+# admin credential details
+class AdminCredentialDetails(models.Model):
+    username = models.ForeignKey(Admin, on_delete=models.CASCADE)
+    password = models.CharField(max_length=15)
+
+
 # timetable based on daily basis
 class DailyTimeTable(models.Model):
     slot_id = models.AutoField(auto_created=True, primary_key=True)
@@ -285,7 +300,7 @@ class LectureEmotionFrameRecognitions(models.Model):
 
 
 # POSE section
-# lecture pose estimation
+# lecture gaze estimation
 class LectureGazeEstimation(models.Model):
     lecture_gaze_id = models.CharField(max_length=10)
     lecture_video_id = models.ForeignKey(LectureVideo, on_delete=models.CASCADE)

FirstApp/admin.py

@@ -12,4 +12,6 @@ admin.site.register(LecturerCredentials)
 admin.site.register(FacultyTimetable)
 admin.site.register(LectureVideo)
 admin.site.register(LectureActivity)
-admin.site.register(LectureGazeEstimation)
\ No newline at end of file
+admin.site.register(LectureGazeEstimation)
+admin.site.register(Admin)
+admin.site.register(AdminCredentialDetails)
\ No newline at end of file

FirstApp/api.py

@@ -300,7 +300,6 @@ class LectureActivityProcess(APIView):
         LectureActivity(
             lecture_activity_id=new_lecture_activity_id,
             lecture_video_id_id=lec_video_id,
-            talking_perct=percentages['talking_perct'],
             phone_perct=percentages['phone_perct'],
             listening_perct=percentages['listening_perct'],
             writing_perct=percentages['writing_perct']
@@ -473,16 +472,18 @@ class LectureEmotionProcess(APIView):
         pass
 
     def save_emotion_report(self, lec_video_id, percentages):
-        lec_video = LectureVideo.objects.get(lecture_video_id=lec_video_id)
+        lec_video = LectureVideo.objects.filter(lecture_video_id=lec_video_id)
         lec_video_serializer = LectureVideoSerializer(lec_video, many=True)
         lec_video_data = lec_video_serializer.data[0]
         last_lec_emotion = LectureEmotionReport.objects.order_by('lecture_emotion_id').last()
         new_lecture_emotion_id = ig.generate_new_id(last_lec_emotion.lecture_emotion_id)
 
+        lecture_video_id = lec_video_data['id']
+
         # creating a new lecture emotion report
         LectureEmotionReport(
             lecture_emotion_id=new_lecture_emotion_id,
-            lecture_video_id=lec_video,
+            lecture_video_id_id=lecture_video_id,
             happy_perct=percentages.happy_perct,
             sad_perct=percentages.sad_perct,
             angry_perct=percentages.angry_perct,
@@ -511,8 +512,6 @@ class GetLectureEmotionReportViewSet(APIView):
     def get(self, request):
         lecture_video_id = request.query_params.get('lecture_video_id')
         lecture_video_name = request.query_params.get('lecture_video_name')
-        # retrieve the extracted frames
-        extracted = ar.getExtractedFrames(lecture_video_name)
 
         lecture_emotions = LectureEmotionReport.objects.filter(lecture_video_id__lecture_video_id=lecture_video_id)
         serializer = LectureEmotionSerializer(lecture_emotions, many=True)
@@ -521,7 +520,6 @@ class GetLectureEmotionReportViewSet(APIView):
 
         return Response({
             "response": serializer.data,
-            "extracted": extracted
         })
 
 
@@ -685,17 +683,23 @@ class ProcessLectureGazeEstimation(APIView):
         pass
 
     def estimate_gaze(self, lec_video_id, percentages):
-        lec_video = LectureVideo.objects.get(lecture_video_id=lec_video_id)
+        lec_video = LectureVideo.objects.filter(lecture_video_id=lec_video_id)
         last_lec_gaze = LectureGazeEstimation.objects.order_by('lecture_gaze_id').last()
         lec_video_serializer = LectureVideoSerializer(lec_video, many=True)
         lec_video_data = lec_video_serializer.data[0]
         new_lecture_gaze_id = "LG000001" if (last_lec_gaze is None) else ig.generate_new_id(
             last_lec_gaze.lecture_gaze_id)
+        new_lecture_gaze_primary_id = 1 if (last_lec_gaze is None) else int(last_lec_gaze.id) + 1
+
+
+        # get the video id
+        lecture_video_id = lec_video_data['id']
 
         # creating a new lecture gaze estimation
         LectureGazeEstimation(
+            id=new_lecture_gaze_primary_id,
             lecture_gaze_id=new_lecture_gaze_id,
-            lecture_video_id=lec_video,
+            lecture_video_id_id=lecture_video_id,
             looking_up_and_right_perct=percentages['head_up_right_perct'],
             looking_up_and_left_perct=percentages['head_up_left_perct'],
             looking_down_and_right_perct=percentages['head_down_right_perct'],
@@ -722,8 +726,6 @@ class GetLectureGazeEstimationViewSet(APIView):
     def get(self, request):
         lecture_video_id = request.query_params.get('lecture_video_id')
         lecture_video_name = request.query_params.get('lecture_video_name')
-        # retrieve the extracted frames
-        extracted = hge.getExtractedFrames(lecture_video_name)
 
         lecture_gaze_estimations = LectureGazeEstimation.objects.filter(
             lecture_video_id__lecture_video_id=lecture_video_id)
@@ -731,7 +733,6 @@ class GetLectureGazeEstimationViewSet(APIView):
 
         return Response({
             "response": serializer.data,
-            "extracted": extracted
         })
 
 

FirstApp/emotion_detector.py

@@ -10,6 +10,7 @@ from .MongoModels import *
 from . models import VideoMeta
 from . logic import custom_sorter as cs
 from .logic import id_generator as ig
+from .logic import activity_recognition as ar
 
 
 # emotion recognition method
@@ -47,7 +48,6 @@ def detect_emotion(video):
     face_classifier = cv2.CascadeClassifier(os.path.join(BASE_DIR, 'FirstApp\classifiers\haarcascade_frontalface_default.xml'))
     classifier_path = os.path.join(BASE_DIR, 'FirstApp\classifiers\Emotion_little_vgg.h5')
     classifier = load_model(classifier_path)
-    path = ''
     meta_data = VideoMeta()
 
     class_labels = ['Angry', 'Happy', 'Neutral', 'Sad', 'Surprise']
@@ -65,6 +65,9 @@ def detect_emotion(video):
     count_neutral = 0
     count_surprise = 0
 
+    # for testing purposes
+    print('starting the emotion recognition process')
+
     while (count_frames < frame_count):
         # Grab a single frame of video
         ret, frame = cap.read()
@@ -72,52 +75,34 @@ def detect_emotion(video):
         gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)
         faces = face_classifier.detectMultiScale(gray,1.3,5)
 
+        label = emotion_recognition(classifier, face_classifier, frame)
 
-        for (x, y, w, h) in faces:
-            cv2.rectangle(frame, (x, y), (x+w, y+h), (255, 0, 0), 2)
-            roi_gray = gray[y:y+h, x:x+w]
-            roi_gray = cv2.resize(roi_gray, (48, 48), interpolation=cv2.INTER_AREA)
-        # rect,face,image = face_detector(frame)
-
-
-            if np.sum([roi_gray])!=0:
-                roi = roi_gray.astype('float')/255.0
-                roi = img_to_array(roi)
-                roi = np.expand_dims(roi, axis=0)
-
-            # make a prediction on the ROI, then lookup the class
-
-                preds = classifier.predict(roi)[0]
-                label = class_labels[preds.argmax()]
+        # counting the number of frames for each label, to calculate the percentage for each emotion later on...
 
-                # counting the number of frames for each label, to calculate the percentage for each emotion later on...
+        if (label == 'Anger'):
+            count_angry += 1
+            # path = os.path.join(BASE_DIR, 'static\\images\\Anger')
+            # cv2.imwrite(os.path.join(path, 'Anger-{0}.jpg'.format(count)), frame)
 
-                if (label == 'Anger'):
-                    count_angry += 1
-                    # path = os.path.join(BASE_DIR, 'static\\images\\Anger')
-                    # cv2.imwrite(os.path.join(path, 'Anger-{0}.jpg'.format(count)), frame)
+        elif (label == 'Happy'):
+            count_happy += 1
+            # path = os.path.join(BASE_DIR, 'static\\images\\Happy')
+            # cv2.imwrite(os.path.join(path, 'Happy-{0}.jpg'.format(count)), frame)
 
-                elif (label == 'Happy'):
-                    count_happy += 1
-                    # path = os.path.join(BASE_DIR, 'static\\images\\Happy')
-                    # cv2.imwrite(os.path.join(path, 'Happy-{0}.jpg'.format(count)), frame)
+        elif (label == 'Neutral'):
+            count_neutral += 1
+            # path = os.path.join(BASE_DIR, 'static\\images\\Neutral')
+            # cv2.imwrite(os.path.join(path, 'Neutral-{0}.jpg'.format(count)), frame)
 
-                elif (label == 'Neutral'):
-                    count_neutral += 1
-                    # path = os.path.join(BASE_DIR, 'static\\images\\Neutral')
-                    # cv2.imwrite(os.path.join(path, 'Neutral-{0}.jpg'.format(count)), frame)
+        elif (label == 'Sad'):
+            count_sad += 1
 
-                elif (label == 'Sad'):
-                    count_sad += 1
+        elif (label == 'Surprise'):
+            count_surprise += 1
 
-                elif (label == 'Surprise'):
-                    count_surprise += 1
 
-                label_position = (x, y)
-                # cv2.putText(frame, label, label_position, cv2.FONT_HERSHEY_SIMPLEX, 2, (0, 255, 0), 3)
-                # cv2.imwrite("".format(label, count), frame)
-            else:
-                cv2.putText(frame, 'No Face Found', (20, 60), cv2.FONT_HERSHEY_SIMPLEX, 2, (0, 255, 0), 3)
+        # for testing purposes
+        print('emotion frame count: ', count_frames)
 
         count_frames += 1
 
@@ -132,6 +117,9 @@ def detect_emotion(video):
     cap.release()
     cv2.destroyAllWindows()
 
+    # for testing purposes
+    print('ending the emotion recognition process')
+
     return meta_data
 
 
@@ -263,11 +251,24 @@ def get_individual_student_evaluation(video_name, student_name):
 # this method will
 def get_frame_emotion_recognition(video_name):
     BASE_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+    VIDEO_DIR = os.path.join(BASE_DIR, "assets\\FirstApp\\videos\\{}".format(video_name))
     face_classifier = cv2.CascadeClassifier(
         os.path.join(BASE_DIR, 'FirstApp\classifiers\haarcascade_frontalface_default.xml'))
     classifier_path = os.path.join(BASE_DIR, 'FirstApp\classifiers\Emotion_little_vgg.h5')
     classifier = load_model(classifier_path)
-    EXTRACTED_DIR = os.path.join(BASE_DIR, "assets\\FirstApp\\activity\\{}".format(video_name))
+
+    # files required for person detection
+    config_file = os.path.join(BASE_DIR, "FirstApp\\classifiers\\MobileNetSSD_deploy.prototxt.txt")
+    model_file = os.path.join(BASE_DIR, "FirstApp\\classifiers\\MobileNetSSD_deploy.caffemodel")
+
+    # load our serialized persosn detection model from disk
+    print("[INFO] loading model...")
+    net = cv2.dnn.readNetFromCaffe(config_file, model_file)
+
+
+    cap = cv2.VideoCapture(VIDEO_DIR)
+    no_of_frames = int(cap.get(cv2.CAP_PROP_FRAME_COUNT))
+
 
     # initializing the count variables
     frame_count = 0
@@ -276,16 +277,21 @@ def get_frame_emotion_recognition(video_name):
     # frame activity recognitions
     frame_emotion_recognitions = []
 
-
     # # class labels
     class_labels = ['Angry', 'Happy', 'Neutral', 'Sad', 'Surprise']
 
-    for frame in os.listdir(EXTRACTED_DIR):
-        # derive the frame folder path
-        FRAME_FOLDER = os.path.join(EXTRACTED_DIR, frame)
+
+    # for testing purposes
+    print('starting the emotion frame recognition process')
+
+    while (frame_count < no_of_frames):
+
+        ret, image = cap.read()
+
+        frame_name = "frame-{}".format(frame_count)
 
         frame_details = {}
-        frame_details['frame_name'] = frame
+        frame_details['frame_name'] = frame_name
 
         # initialize the count variables for a frame
         happy_count = 0
@@ -294,18 +300,19 @@ def get_frame_emotion_recognition(video_name):
         neutral_count = 0
         surprise_count = 0
 
+        # get the detections
+        detections = ar.person_detection(image, net)
+
         # to count the extracted detections for a frame
         detection_count = 0
 
-        for detections in os.listdir(FRAME_FOLDER):
+        # if there are detections
+        if (len(detections) > 0):
+            # loop through the detections
+            for detection in detections:
 
-            # only take the images with the student name
-            if "frame" not in detections:
-                # get the label for this image
-                IMAGE_PATH = os.path.join(FRAME_FOLDER, detections)
-                image = cv2.imread(IMAGE_PATH)
 
-                label = emotion_recognition(classifier, face_classifier, image)
+                label = emotion_recognition(classifier, face_classifier, detection)
 
                 # checking for the label
                 if label == class_labels[0]:
@@ -324,26 +331,40 @@ def get_frame_emotion_recognition(video_name):
 
 
 
-        # calculating the percentages for the frame
-        happy_perct = float(happy_count / detection_count) * 100 if detection_count > 0 else 0
-        sad_perct = float(sad_count / detection_count) * 100 if detection_count > 0 else 0
-        angry_perct = float(angry_count / detection_count) * 100 if detection_count > 0 else 0
-        neutral_perct = float(neutral_count / detection_count) * 100 if detection_count > 0 else 0
-        surprise_perct = float(surprise_count / detection_count) * 100 if detection_count > 0 else 0
+            # calculating the percentages for the frame
+            happy_perct = float(happy_count / detection_count) * 100 if detection_count > 0 else 0
+            sad_perct = float(sad_count / detection_count) * 100 if detection_count > 0 else 0
+            angry_perct = float(angry_count / detection_count) * 100 if detection_count > 0 else 0
+            neutral_perct = float(neutral_count / detection_count) * 100 if detection_count > 0 else 0
+            surprise_perct = float(surprise_count / detection_count) * 100 if detection_count > 0 else 0
 
-        # this dictionary will be returned
-        frame_details['happy_perct'] = happy_perct
-        frame_details['sad_perct'] = sad_perct
-        frame_details['angry_perct'] = angry_perct
-        frame_details['neutral_perct'] = neutral_perct
-        frame_details['surprise_perct'] = surprise_perct
+            # this dictionary will be returned
+            frame_details['happy_perct'] = happy_perct
+            frame_details['sad_perct'] = sad_perct
+            frame_details['angry_perct'] = angry_perct
+            frame_details['neutral_perct'] = neutral_perct
+            frame_details['surprise_perct'] = surprise_perct
 
-        # push to all the frame details
-        frame_emotion_recognitions.append(frame_details)
+            # push to all the frame details
+            frame_emotion_recognitions.append(frame_details)
+
+        else:
+            break
+
+
+        # for testing purposes
+        print('emotion frame recognition count: ', frame_count)
+
+        # increment the frame count
+        frame_count += 1
 
     # sort the recognitions based on the frame number
     sorted_activity_frame_recognitions = cs.custom_object_sorter(frame_emotion_recognitions)
 
+
+    # for testing purposes
+    print('ending the emotion frame recognition process')
+
     # return the detected frame percentages
     return sorted_activity_frame_recognitions
 
@@ -409,15 +430,28 @@ def get_student_emotion_summary_for_period(emotions):
 
 # this method will retrieve activity frame groupings for a lecture
 def emotion_frame_groupings(video_name, frame_landmarks, frame_group_dict):
-    BASE_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
-    EXTRACTED_DIR = os.path.join(BASE_DIR, "assets\\FirstApp\\activity\\{}".format(video_name))
 
-    # load the models
+
+    BASE_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+    VIDEO_DIR = os.path.join(BASE_DIR, "assets\\FirstApp\\videos\\{}".format(video_name))
     face_classifier = cv2.CascadeClassifier(
         os.path.join(BASE_DIR, 'FirstApp\classifiers\haarcascade_frontalface_default.xml'))
     classifier_path = os.path.join(BASE_DIR, 'FirstApp\classifiers\Emotion_little_vgg.h5')
     classifier = load_model(classifier_path)
 
+    # files required for person detection
+    config_file = os.path.join(BASE_DIR, "FirstApp\\classifiers\\MobileNetSSD_deploy.prototxt.txt")
+    model_file = os.path.join(BASE_DIR, "FirstApp\\classifiers\\MobileNetSSD_deploy.caffemodel")
+
+    # load our serialized persosn detection model from disk
+    print("[INFO] loading model...")
+    net = cv2.dnn.readNetFromCaffe(config_file, model_file)
+
+
+    cap = cv2.VideoCapture(VIDEO_DIR)
+    no_of_frames = int(cap.get(cv2.CAP_PROP_FRAME_COUNT))
+
+
 
 
     # initializing the count variables
@@ -441,9 +475,11 @@ def emotion_frame_groupings(video_name, frame_landmarks, frame_group_dict):
 
 
     # looping through the frames
-    for frame in os.listdir(EXTRACTED_DIR):
-        # getting the frame folder
-        FRAME_FOLDER = os.path.join(EXTRACTED_DIR, frame)
+    while (frame_count < no_of_frames):
+
+        # get the current frame
+        ret, image = cap.read()
+
 
         # initializing the variables
         happy_count = 0
@@ -453,17 +489,17 @@ def emotion_frame_groupings(video_name, frame_landmarks, frame_group_dict):
         neutral_count = 0
         detection_count = 0
 
-        # looping through the detections in each frame
-        for detections in os.listdir(FRAME_FOLDER):
+        detections = ar.person_detection(image, net)
+
+        # if there are detections
+        if (len(detections) > 0):
+
+            # looping through the detections in each frame
+            for detection in detections:
 
-            # checking whether the image contains only one person
-            if "frame" not in detections:
-                # get the label for this image
-                IMAGE_PATH = os.path.join(FRAME_FOLDER, detections)
-                image = cv2.imread(IMAGE_PATH)
 
                 # run the model and get the emotion label
-                label = emotion_recognition(classifier, face_classifier, image)
+                label = emotion_recognition(classifier, face_classifier, detection)
 
                 # increment the count based on the label
                 if label == class_labels[0]:
@@ -503,7 +539,11 @@ def emotion_frame_groupings(video_name, frame_landmarks, frame_group_dict):
                             frame_group_dict[frame_name]['neutral_count'] += neutral_count
                             frame_group_dict[frame_name]['detection_count'] += detection_count
 
+        else:
+            break
 
+        # for testing purposes
+        print('emotion frame groupings count: ', frame_count)
 
         # increment the frame count
         frame_count += 1
@@ -558,6 +598,10 @@ def emotion_frame_groupings(video_name, frame_landmarks, frame_group_dict):
 
 # this section will handle some database operations
 def save_frame_recognitions(video_name):
+
+    # for testing purposes
+    print('starting the saving emotion frame recognition process')
+
     # retrieve the lecture emotion id
     lec_emotion = LectureEmotionReport.objects.filter(lecture_video_id__video_name=video_name)
     lec_emotion_ser = LectureEmotionSerializer(lec_emotion, many=True)
@@ -595,6 +639,9 @@ def save_frame_recognitions(video_name):
 
     lec_emotion_frame_recognitions.save()
 
+    # for testing purposes
+    print('ending the saving emotion frame recognition process')
+
     # now return the frame recognitions
     return frame_detections
 
@@ -602,6 +649,9 @@ def save_frame_recognitions(video_name):
 # this method will save the emotion frame groupings to the database
 def save_frame_groupings(video_name, frame_landmarks, frame_group_dict):
 
+    # for testing purposes
+    print('starting the saving emotion frame grouoings process')
+
     frame_group_percentages, emotion_labels = emotion_frame_groupings(video_name, frame_landmarks, frame_group_dict)
 
     # save the frame group details into db
@@ -631,5 +681,8 @@ def save_frame_groupings(video_name, frame_landmarks, frame_group_dict):
     new_lec_emotion_frame_groupings.lecture_emotion_id_id = lec_emotion_id
     new_lec_emotion_frame_groupings.frame_group_details = frame_group_details
 
+    # for testing purposes
+    print('ending the saving emotion frame groupings process')
+
     # save
     new_lec_emotion_frame_groupings.save()

FirstApp/forms.py

@@ -57,4 +57,51 @@ class LecturerCredentialsForm(forms.ModelForm):
         fields = '__all__'
         widgets = {
             'password': forms.PasswordInput()
-        }
\ No newline at end of file
+        }
+
+
+# admin login form
+class AdminLoginForm(forms.Form):
+    # username = forms.CharField(max_length=100)
+    email = forms.EmailField()
+    password = forms.CharField(widget=forms.PasswordInput())
+
+    def clean(self):
+        # cleaned_username = self.cleaned_data.get('username')
+        cleaned_email = self.cleaned_data.get('email')
+        cleaned_password = self.cleaned_data.get('password')
+
+        admin = Admin.objects.get(email=cleaned_email)
+
+        # if an admin is already in the system
+        if (admin):
+            # retrieve the User object
+            user = User.objects.get(email=cleaned_email)
+            is_user = user.check_password(cleaned_password)
+
+            # if the password is correct
+            if (is_user):
+                # lec_credentials = LecturerCredentials.objects.filter(username_id=lecturer.id)
+                admin_credentials = AdminCredentialDetails.objects.get(username_id=admin.id)
+
+                print('credentials: ', admin_credentials)
+
+                # if lecture credentials are already created
+                if (admin_credentials):
+                    admin_credentials.password = user.password
+                    admin_credentials.save(force_update=True)
+
+                else:
+                    LecturerCredentials(
+                        username_id=admin.id,
+                        password=user.password
+                    ).save()
+
+            else:
+                raise forms.ValidationError("Username or password is incorrect")
+
+        else:
+            print('the admin does not exist')
+            raise forms.ValidationError("The admin does not exist")
+
+        return super(AdminLoginForm, self).clean()

FirstApp/logic/activity_recognition.py

@@ -50,38 +50,21 @@ def activity_recognition(video_path):
     frame_count = 0
     total_detections = 0
     phone_checking_count = 0
-    talking_count = 0
     note_taking_count = 0
     listening_count = 0
 
-    # video activity directory
-    VIDEO_ACTIVITY_DIR = os.path.join(ACTIVITY_DIR, video_path)
-
-    # creating the directory for the video
-    # if (os.path.isdir(VIDEO_ACTIVITY_DIR)):
-    #     shutil.rmtree(VIDEO_ACTIVITY_DIR)
-    #
-    # # create the video directory
-    # os.mkdir(VIDEO_ACTIVITY_DIR)
+    # for testing purposes
+    print('starting the activity recognition process')
 
     while (frame_count < no_of_frames):
         ret, image = video.read()
-        FRAME_DIR = os.path.join(VIDEO_ACTIVITY_DIR, "frame-{}".format(frame_count))
-        # frame_name = "frame-{}.png".format(frame_count)
-        #
-        # FRAME_IMG = os.path.join(FRAME_DIR, frame_name)
-        #
-        # if (os.path.isdir(FRAME_DIR)):
-        #     shutil.rmtree(FRAME_DIR)
-
-        # create the new frame directory
-        # os.mkdir(FRAME_DIR)
 
         image = cv2.resize(image, size)
         detections = person_detection(image, net)
 
-        image = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)
-        # cv2.imwrite(FRAME_IMG, image)
+        # this is for testing purposes
+        print('frame count: ', frame_count)
+
 
         # if there are any person detections
         if (len(detections) > 0):
@@ -90,6 +73,7 @@ def activity_recognition(video_path):
 
             detection_count = 0
 
+            # looping through the person detections of the frame
             for detection in detections:
 
                 detection = cv2.resize(detection, size)
@@ -113,43 +97,33 @@ def activity_recognition(video_path):
                 elif (label == class_labels[2]):
                     note_taking_count += 1
 
-                # saving the detection for the particular frame
-                # detection_name = "detection-{}.png".format(detection_count)
-                # detection_image_path = os.path.join(FRAME_DIR, detection_name)
-                #
-                # # converting detected image into grey-scale
-                # detection = cv2.cvtColor(detection, cv2.COLOR_BGR2GRAY)
-                #
-                # cv2.imwrite(detection_image_path, detection)
 
                 detection_count += 1
 
         frame_count += 1
 
-    # after extracting the frames, save the changes to static content
-    # p = os.popen("python manage.py collectstatic", "w")
-    # p.write("yes")
 
     # calculating the percentages for each label
     phone_perct = float(phone_checking_count / total_detections) * 100 if total_detections > 0 else 0
-    talking_perct = float(talking_count / total_detections) * 100 if total_detections > 0 else 0
+    # talking_perct = float(talking_count / total_detections) * 100 if total_detections > 0 else 0
     note_perct = float(note_taking_count / total_detections) * 100 if total_detections > 0 else 0
     listening_perct = float(listening_count / total_detections) * 100 if total_detections > 0 else 0
 
     # assigning the percentages to the dictionary
     percentages["phone_perct"] = phone_perct
-    percentages["talking_perct"] = talking_perct
+    # percentages["talking_perct"] = talking_perct
     percentages["writing_perct"] = note_perct
     percentages["listening_perct"] = listening_perct
 
+    # for testing purposes
+    print('activity recognition process is over')
+
     return percentages
 
 
 def person_detection(image, net):
     BASE_DIR = os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
 
-    config_file = os.path.join(BASE_DIR, "FirstApp\\classifiers\\MobileNetSSD_deploy.prototxt.txt")
-    model_file = os.path.join(BASE_DIR, "FirstApp\\classifiers\\MobileNetSSD_deploy.caffemodel")
     threshold = 0.2
     detected_person = []
 
@@ -391,14 +365,27 @@ def get_student_activity_evaluation(video_name):
 # recognize the activity for each frame
 def get_frame_activity_recognition(video_name):
     BASE_DIR = os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
-    EXTRACTED_DIR = os.path.join(BASE_DIR, "assets\\FirstApp\\activity\\{}".format(video_name))
-    # CLASSIFIER_DIR = os.path.join(BASE_DIR, "FirstApp\\classifiers\\student_activity_version_03.h5")
+    VIDEO_DIR = os.path.join(BASE_DIR, "assets\\FirstApp\\videos\\{}".format(video_name))
     # CLASSIFIER_DIR = os.path.join(BASE_DIR, "FirstApp\\classifiers\\student_activity_version_02.h5")
+    # CLASSIFIER_DIR = os.path.join(BASE_DIR, "FirstApp\\classifiers\\student_activity_version_03.h5")
     CLASSIFIER_DIR = os.path.join(BASE_DIR, "FirstApp\\classifiers\\student_activity_version_04.h5")
+    ACTIVITY_DIR = os.path.join(BASE_DIR, "static\\FirstApp\\activity")
+
+    # files required for person detection
+    config_file = os.path.join(BASE_DIR, "FirstApp\\classifiers\\MobileNetSSD_deploy.prototxt.txt")
+    model_file = os.path.join(BASE_DIR, "FirstApp\\classifiers\\MobileNetSSD_deploy.caffemodel")
+
+    # load our serialized persosn detection model from disk
+    print("[INFO] loading model...")
+    net = cv2.dnn.readNetFromCaffe(config_file, model_file)
+
 
     np.set_printoptions(suppress=True)
 
-    # load the model
+    # class_labels = ['Phone checking', 'Talking with friends', 'note taking']
+    # class labels
+    class_labels = ['Phone checking', 'Listening', 'Note taking']
+
     model = tensorflow.keras.models.load_model(CLASSIFIER_DIR)
     model.compile(optimizer='adam',
                   loss=tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True),
@@ -407,45 +394,54 @@ def get_frame_activity_recognition(video_name):
     data = np.ndarray(shape=(1, 224, 224, 3), dtype=np.float32)
     size = (224, 224)
 
-    # class labels
-    class_labels = ['Phone checking', 'Listening', 'Note taking']
-
+    # iteration
+    video = cv2.VideoCapture(VIDEO_DIR)
+    no_of_frames = video.get(cv2.CAP_PROP_FRAME_COUNT)
     frame_count = 0
-    # total_detections = 10
+
+
 
     # frame activity recognitions
     frame_activity_recognitions = []
 
+
+    # for testing purposes
+    print('starting the frame activity recognition process')
+
     # looping through the frames
-    for frame in os.listdir(EXTRACTED_DIR):
+    while (frame_count < no_of_frames):
 
         # define the count variables for each frame
         phone_checking_count = 0
         listening_count = 0
         note_taking_count = 0
 
+        ret, image = video.read()
+
         # derive the frame folder path
-        FRAME_FOLDER = os.path.join(EXTRACTED_DIR, frame)
+        # FRAME_FOLDER = os.path.join(EXTRACTED_DIR, frame)
+
+        frame_name = "frame-{}".format(frame_count)
 
         frame_details = {}
-        frame_details['frame_name'] = frame
+        frame_details['frame_name'] = frame_name
 
         # to count the extracted detections for a frame
         detection_count = 0
         detected_percentages = []
 
-        # loop through each detection in the frame
-        for detection in os.listdir(FRAME_FOLDER):
+        detections = person_detection(image, net)
 
-            DETECTION_PATH = os.path.join(FRAME_FOLDER, detection)
 
-            # check whether the image is not the frame itself
-            if "frame" not in detection:
-                image = cv2.imread(DETECTION_PATH)
+        # if there are detections
+        if (len(detections) > 0):
 
-                image = cv2.resize(image, size)
+            # loop through each detection in the frame
+            for detection in detections:
 
-                image_array = np.asarray(image)
+                detection = cv2.resize(detection, size)
+
+                image_array = np.asarray(detection)
                 normalized_image_array = (image_array.astype(np.float32) / 127.0) - 1
 
                 # Load the image into the array
@@ -467,26 +463,40 @@ def get_frame_activity_recognition(video_name):
                 # increment the detection count
                 detection_count += 1
 
-        # calculating the percentages for the frame
-        phone_checking_perct = float(phone_checking_count / detection_count) * 100 if detection_count > 0 else 0
-        listening_perct = float(listening_count / detection_count) * 100 if detection_count > 0 else 0
-        note_taking_perct = float(note_taking_count / detection_count) * 100 if detection_count > 0 else 0
 
-        # adding the percentage values to the frame details
-        frame_details['phone_perct'] = phone_checking_perct
-        frame_details['listening_perct'] = listening_perct
-        frame_details['note_perct'] = note_taking_perct
+            # calculating the percentages for the frame
+            phone_checking_perct = float(phone_checking_count / detection_count) * 100 if detection_count > 0 else 0
+            listening_perct = float(listening_count / detection_count) * 100 if detection_count > 0 else 0
+            note_taking_perct = float(note_taking_count / detection_count) * 100 if detection_count > 0 else 0
+
+            # adding the percentage values to the frame details
+            frame_details['phone_perct'] = phone_checking_perct
+            frame_details['listening_perct'] = listening_perct
+            frame_details['note_perct'] = note_taking_perct
+
+            # push to all the frame details
+            frame_activity_recognitions.append(frame_details)
+
+        else:
+            break
+
+
+        print('current frame: ', frame_count)
+        # increment frame count
+        frame_count += 1
 
-        # push to all the frame details
-        frame_activity_recognitions.append(frame_details)
 
     # sort the recognitions based on the frame number
     sorted_activity_frame_recognitions = custom_object_sorter(frame_activity_recognitions)
 
+    # for testing purposes
+    print('ending the frame activity recognition process')
+
     # return the detected frame percentages
     return sorted_activity_frame_recognitions
 
 
+
 # this method will retrieve individual student evaluation
 def get_individual_student_evaluation(video_name, student_name):
     BASE_DIR = os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
@@ -753,6 +763,10 @@ def activity_frame_groupings(video_name, frame_landmarks, frame_group_dict):
 
 # this section will handle saving activity entities to the database
 def save_frame_recognition(video_name):
+
+    # for testing purposes
+    print('starting the saving activity frame recognition process')
+
     # retrieve the lecture activity id
     lec_activity = LectureActivity.objects.filter(lecture_video_id__video_name=video_name)
     lec_activity_ser = LectureActivitySerializer(lec_activity, many=True)
@@ -787,6 +801,9 @@ def save_frame_recognition(video_name):
 
     lec_activity_frame_recognitions.save()
 
+    # for testing purposes
+    print('ending the saving activity frame recognition process')
+
     # now return the frame detections
     return frame_detections
 
@@ -794,6 +811,8 @@ def save_frame_recognition(video_name):
 # this method will save the activity frame groupings to the database
 def save_frame_groupings(video_name, frame_landmarks, frame_group_dict):
 
+    # for testing purposes
+    print('starting the saving activity frame groupings process')
 
     frame_group_percentages, activity_labels = activity_frame_groupings(video_name, frame_landmarks,
                                                                            frame_group_dict)
@@ -825,5 +844,8 @@ def save_frame_groupings(video_name, frame_landmarks, frame_group_dict):
     new_lec_activity_frame_groupings.lecture_activity_id_id = lec_activity_id
     new_lec_activity_frame_groupings.frame_group_details = frame_group_details
 
+    # for testing purposes
+    print('ending the saving activity frame groupings process')
+
     # save
     new_lec_activity_frame_groupings.save()

FirstApp/logic/head_gaze_estimation.py

@@ -144,18 +144,10 @@ def process_gaze_estimation(video_path):
     VIDEO_PATH = os.path.join(BASE_DIR, "assets\\FirstApp\\videos\\{}".format(video_path))
     GAZE_DIR = os.path.join(BASE_DIR, "static\\FirstApp\\gaze")
 
-    # create a folder with the same name as the video
-    VIDEO_DIR = os.path.join(GAZE_DIR, video_path)
 
     # define a dictionary to return the percentage values
     percentages = {}
 
-    # checking whether the video directory exist
-    if os.path.isdir(VIDEO_DIR):
-        shutil.rmtree(VIDEO_DIR)
-
-    # create the new directory
-    os.mkdir(VIDEO_DIR)
 
     # load the face detection model
     face_model = get_face_detector()
@@ -202,6 +194,9 @@ def process_gaze_estimation(video_path):
          [0, 0, 1]], dtype="double"
     )
 
+    # for testing purposes
+    print('starting the gaze estimation process')
+
     # iterate the video frames
     while True:
         ret, img = cap.read()
@@ -285,35 +280,39 @@ def process_gaze_estimation(video_path):
 
                 # checking for vertical and horizontal directions
                 if isLookingDown & isLookingRight:
-                    cv2.putText(img, 'looking down and right', (facebox[0], facebox[1]), font, 2, (255, 255, 128), 3)
+                    # cv2.putText(img, 'looking down and right', (facebox[0], facebox[1]), font, 2, (255, 255, 128), 3)
                     head_down_right_count += 1
                 elif isLookingDown & isLookingLeft:
-                    cv2.putText(img, 'looking down and left', (facebox[0], facebox[1]), font, 2, (255, 255, 128), 3)
+                    # cv2.putText(img, 'looking down and left', (facebox[0], facebox[1]), font, 2, (255, 255, 128), 3)
                     head_down_left_count += 1
                 elif isLookingUp & isLookingRight:
-                    cv2.putText(img, 'looking up and right', (facebox[0], facebox[1]), font, 2, (255, 255, 128), 3)
+                    # cv2.putText(img, 'looking up and right', (facebox[0], facebox[1]), font, 2, (255, 255, 128), 3)
                     head_up_right_count += 1
                 elif isLookingUp & isLookingLeft:
-                    cv2.putText(img, 'looking up and left', (facebox[0], facebox[1]), font, 2, (255, 255, 128), 3)
+                    # cv2.putText(img, 'looking up and left', (facebox[0], facebox[1]), font, 2, (255, 255, 128), 3)
                     head_up_left_count += 1
                 elif isLookingFront:
-                    cv2.putText(img, 'Head front', (facebox[0], facebox[1]), font, 2, (255, 255, 128), 3)
+                    # cv2.putText(img, 'Head front', (facebox[0], facebox[1]), font, 2, (255, 255, 128), 3)
                     head_front_count += 1
 
                 # indicate the student name
-                cv2.putText(img, student_name, (facebox[2], facebox[3]), font, 2, (255, 255, 128), 3)
+                # cv2.putText(img, student_name, (facebox[2], facebox[3]), font, 2, (255, 255, 128), 3)
 
                 # increment the face count
                 face_count += 1
 
             # naming the new image
-            image_name = "frame-{}.png".format(frame_count)
-
-            # new image path
-            image_path = os.path.join(VIDEO_DIR, image_name)
+            # image_name = "frame-{}.png".format(frame_count)
+            #
+            # # new image path
+            # image_path = os.path.join(VIDEO_DIR, image_name)
 
             # save the new image
-            cv2.imwrite(image_path, img)
+            # cv2.imwrite(image_path, img)
+
+
+            # for testing purposes
+            print('gaze estimation count: ', frame_count)
 
             # increment the frame count
             frame_count += 1
@@ -323,8 +322,8 @@ def process_gaze_estimation(video_path):
 
 
     # after extracting the frames, save the changes to static content
-    p = os.popen("python manage.py collectstatic", "w")
-    p.write("yes")
+    # p = os.popen("python manage.py collectstatic", "w")
+    # p.write("yes")
 
     # calculate percentages
     head_up_right_perct = (Decimal(head_up_right_count) / Decimal(face_count)) * 100
@@ -346,6 +345,9 @@ def process_gaze_estimation(video_path):
     cv2.destroyAllWindows()
     cap.release()
 
+    # for testing purposes
+    print('ending the gaze estimation process')
+
     # return the dictionary
     return percentages
 
@@ -370,7 +372,7 @@ def getExtractedFrames(lecture_video_name):
 
 
 # this method will retrieve lecture gaze estimation for each frame
-def get_lecture_gaze_esrimation_for_frames(video_name):
+def get_lecture_gaze_estimation_for_frames(video_name):
 
     # get the base directory
     BASE_DIR = os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
@@ -422,6 +424,10 @@ def get_lecture_gaze_esrimation_for_frames(video_name):
          [0, 0, 1]], dtype="double"
     )
 
+
+    # for testing purposes
+    print('starting the gaze estimation for frames process')
+
     # iterate the video frames
     while True:
         ret, img = cap.read()
@@ -551,6 +557,9 @@ def get_lecture_gaze_esrimation_for_frames(video_name):
             # append the calculated percentages to the frame_detections
             frame_detections.append(percentages)
 
+            # for testing purposes
+            print('gaze estimation frame recognition count: ', frame_count)
+
             frame_count += 1
 
         else:
@@ -558,16 +567,17 @@ def get_lecture_gaze_esrimation_for_frames(video_name):
 
 
 
+    # for testing purposes
+    print('ending the gaze estimation for frames process')
+
+    # return the details
     return frame_detections, frame_rate
 
 
 # this method will get the student gaze estimation summary for period
 def get_student_gaze_estimation_summary_for_period(gaze_estimation_data):
-    # declare variables to add percentage values
-    phone_checking_perct_combined = 0.0
-    listening_perct_combined = 0.0
-    note_taking_perct_combined = 0.0
 
+    # declare variables to add percentage values
     looking_up_right_perct_combined = 0.0
     looking_up_left_perct_combined = 0.0
     looking_down_right_perct_combined = 0.0
@@ -601,16 +611,16 @@ def get_student_gaze_estimation_summary_for_period(gaze_estimation_data):
 
     # calculate the average percentages
     looking_up_right_average_perct = round((looking_up_right_perct_combined / no_of_gaze_estimations), 1)
-    looking_up_left_perct = round((looking_up_left_perct_combined / no_of_gaze_estimations), 1)
+    looking_up_left_average_perct = round((looking_up_left_perct_combined / no_of_gaze_estimations), 1)
     looking_down_right_average_perct = round((looking_down_right_perct_combined / no_of_gaze_estimations), 1)
     looking_down_left_average_perct = round((looking_down_left_perct_combined / no_of_gaze_estimations), 1)
     looking_front_average_perct = round((looking_front_perct_combined / no_of_gaze_estimations), 1)
 
     percentages = {}
     percentages["looking_up_and_right_perct"] = looking_up_right_average_perct
-    percentages["looking_up_and_left_perct"] = looking_up_left_perct_combined
-    percentages["looking_down_and_right_perct"] = looking_down_right_perct_combined
-    percentages["looking_down_and_left_perct"] = looking_down_left_perct_combined
+    percentages["looking_up_and_left_perct"] = looking_up_left_average_perct
+    percentages["looking_down_and_right_perct"] = looking_down_right_average_perct
+    percentages["looking_down_and_left_perct"] = looking_down_left_average_perct
     percentages["looking_front_perct"] = looking_front_average_perct
 
     return percentages, individual_lec_gaze_estimations, gaze_estimation_labels
@@ -677,6 +687,8 @@ def gaze_estimation_frame_groupings(video_name, frame_landmarks, frame_group_dic
         # assign the difference
         frame_group_diff[key] = diff if diff > 0 else 1
 
+    # for testing purposes
+    print('starting gaze frame grouping process')
 
     # looping through the frames
     while True:
@@ -802,6 +814,9 @@ def gaze_estimation_frame_groupings(video_name, frame_landmarks, frame_group_dic
                             frame_group_dict[frame_name]['detection_count'] += detection_count
 
 
+            # for testing purposes
+            print('gaze frame groupings count: ', frame_count)
+
             # increment the frame count
             frame_count += 1
 
@@ -848,12 +863,20 @@ def gaze_estimation_frame_groupings(video_name, frame_landmarks, frame_group_dic
     # define the labels
     labels = ['upright_perct', 'upleft_perct', 'downright_perct', 'downleft_perct', 'front_perct']
 
+
+    # for testing purposes
+    print('ending gaze frame grouping process')
+
     # return the dictionary
     return frame_group_dict, labels
 
 
 # this section will handle some database operations
 def save_frame_detections(video_name):
+
+    # for testing purposes
+    print('starting the saving gaze frame recognition process')
+
     # retrieve the lecture emotion id
     lec_gaze = LectureGazeEstimation.objects.filter(lecture_video_id__video_name=video_name)
     lec_gaze_ser = LectureGazeEstimationSerializer(lec_gaze, many=True)
@@ -868,7 +891,7 @@ def save_frame_detections(video_name):
         ig.generate_new_id(last_lec_gaze_frame_recognitions.lecture_gaze_frame_recognition_id)
 
     # calculate the frame detections
-    frame_detections, frame_rate = get_lecture_gaze_esrimation_for_frames(video_name)
+    frame_detections, frame_rate = get_lecture_gaze_estimation_for_frames(video_name)
 
     # to be added to the field 'frame_recognition_details' in the Lecture Gaze Frame Recordings
     frame_recognition_details = []
@@ -892,6 +915,9 @@ def save_frame_detections(video_name):
 
     lec_gaze_frame_recognitions.save()
 
+    # for testing purposes
+    print('ending the saving gaze frame recognition process')
+
     # now return the frame recognitions
     return frame_detections
 
@@ -899,6 +925,10 @@ def save_frame_detections(video_name):
 # this method will save gaze frame groupings to the database
 def save_frame_groupings(video_name, frame_landmarks, frame_group_dict):
 
+    # for testing purposes
+    print('starting the saving gaze frame groupings process')
+
+
     frame_group_percentages, gaze_labels = gaze_estimation_frame_groupings(video_name, frame_landmarks,
                                                                                frame_group_dict)
 
@@ -928,6 +958,9 @@ def save_frame_groupings(video_name, frame_landmarks, frame_group_dict):
     new_lec_gaze_frame_groupings.lecture_gaze_id_id = lec_gaze_id
     new_lec_gaze_frame_groupings.frame_group_details = frame_group_details
 
+    # for testing purposes
+    print('ending the saving gaze frame groupings process')
+
     # save
     new_lec_gaze_frame_groupings.save()
 

FirstApp/logic/video_extraction.py

 import os
 import cv2
 import shutil
-import datetime
+# import datetime
+from datetime import timedelta
 
 from FirstApp.MongoModels import *
 from FirstApp.serializers import *
@@ -94,7 +95,7 @@ def getTimeLandmarks(video_name):
     THRESHOLD_GAP = 5
 
     # calculating the real duration
-    real_duration = datetime.timedelta(seconds=(duration+THRESHOLD_GAP))
+    real_duration = timedelta(seconds=(duration))
 
     # defines the number of seconds included for a frame group
     THRESHOLD_TIME = 10
@@ -112,7 +113,7 @@ def getTimeLandmarks(video_name):
     # loop through the threshold gap limit to define the time landmarks
     for i in range(THRESHOLD_GAP):
         initial_landmark += unit_gap
-        time_landmark = str(datetime.timedelta(seconds=initial_landmark))
+        time_landmark = str(timedelta(seconds=initial_landmark))
         time_landmark_value = initial_landmark
         time_landmarks.append(time_landmark)
         time_landmarks_values.append(time_landmark_value)
@@ -204,6 +205,9 @@ def getFrameLandmarks(video_name, category):
 # this section will handle some database operations
 def save_time_landmarks(video_name):
 
+    # for testing purposes
+    print('starting the saving time landmarks process')
+
     last_lec_video_time_landmarks = LectureVideoTimeLandmarks.objects.order_by('lecture_video_time_landmarks_id').last()
     new_lecture_video_time_landmarks_id = "LVTL00001" if (last_lec_video_time_landmarks is None) else \
             ig.generate_new_id(last_lec_video_time_landmarks.lecture_video_time_landmarks_id)
@@ -233,12 +237,18 @@ def save_time_landmarks(video_name):
     new_lec_video_time_landmarks.lecture_video_id_id = lec_video_id
     new_lec_video_time_landmarks.time_landmarks = db_time_landmarks
 
+    # for testing purposes
+    print('ending the saving time landmarks process')
+
     new_lec_video_time_landmarks.save()
 
 
 # this method will save frame landmarks to the database
 def save_frame_landmarks(video_name):
 
+    # for testing purposes
+    print('starting the saving frame landmarks process')
+
     # retrieve the previous lecture video frame landmarks details
     last_lec_video_frame_landmarks = LectureVideoFrameLandmarks.objects.order_by(
         'lecture_video_frame_landmarks_id').last()
@@ -271,6 +281,9 @@ def save_frame_landmarks(video_name):
 
     new_lec_video_frame_landmarks.save()
 
+    # for testing purposes
+    print('ending the saving frame landmarks process')
+
     # now return the frame landmarks and the frame group dictionary
     return frame_landmarks, frame_group_dict
 

FirstApp/migrations/0015_auto_20201020_2157.py

+# Generated by Django 2.2.11 on 2020-10-20 16:27
+
+from django.db import migrations, models
+import django.db.models.deletion
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('FirstApp', '0014_lecturegazeframerecognitions'),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='Admin',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('admin_id', models.CharField(max_length=10)),
+                ('name', models.CharField(max_length=20)),
+                ('email', models.EmailField(max_length=254)),
+            ],
+        ),
+        migrations.CreateModel(
+            name='AdminCredentialDetails',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('password', models.CharField(max_length=15)),
+                ('username', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='FirstApp.Admin')),
+            ],
+        ),
+        migrations.DeleteModel(
+            name='LecturePoseEstimation',
+        ),
+    ]

FirstApp/templates/FirstApp/401.html

+{% extends 'FirstApp/template.html' %}
+<!DOCTYPE html>
+<html lang="en">
+
+
+<body id="page-top">
+
+
+  <!-- Page Wrapper -->
+  <div id="wrapper">
+
+
+
+    <!-- Content Wrapper -->
+    <div id="content-wrapper" class="d-flex flex-column">
+
+      <!-- Main Content -->
+      <div id="content">
+
+
+
+        <!-- Begin Page Content -->
+          {% block 'container-fluid' %}
+        <div class="container-fluid">
+            {% load static %}
+
+          <!-- 404 Error Text -->
+          <div class="text-center">
+            <div class="error mx-auto" data-text="404">401</div>
+            <p class="lead text-gray-800 mb-5">Unauthorized access</p>
+            <p class="text-gray-500 mb-0">It looks like you do not have access to this url</p>
+            <p class="text-gray-500 mb-0">Please login with the correct user type</p>
+            <a href="/logout">&larr; Back to Login Page</a>
+          </div>
+
+        </div>
+          {% endblock %}
+        <!--end of container-fluid -->
+
+      </div>
+      <!-- End of Main Content -->
+
+      <!-- Footer -->
+      <footer class="sticky-footer bg-white">
+        <div class="container my-auto">
+          <div class="copyright text-center my-auto">
+            <span>Copyright &copy; Your Website 2019</span>
+          </div>
+        </div>
+      </footer>
+      <!-- End of Footer -->
+
+    </div>
+    <!-- End of Content Wrapper -->
+
+  </div>
+  <!-- End of Page Wrapper -->
+
+  <!-- Scroll to Top Button-->
+  <a class="scroll-to-top rounded" href="#page-top">
+    <i class="fas fa-angle-up"></i>
+  </a>
+
+  <!-- Logout Modal-->
+  <div class="modal fade" id="logoutModal" tabindex="-1" role="dialog" aria-labelledby="exampleModalLabel" aria-hidden="true">
+    <div class="modal-dialog" role="document">
+      <div class="modal-content">
+        <div class="modal-header">
+          <h5 class="modal-title" id="exampleModalLabel">Ready to Leave?</h5>
+          <button class="close" type="button" data-dismiss="modal" aria-label="Close">
+            <span aria-hidden="true">×</span>
+          </button>
+        </div>
+        <div class="modal-body">Select "Logout" below if you are ready to end your current session.</div>
+        <div class="modal-footer">
+          <button class="btn btn-secondary" type="button" data-dismiss="modal">Cancel</button>
+          <a class="btn btn-primary" href="login.html">Logout</a>
+        </div>
+      </div>
+    </div>
+  </div>
+
+  <!-- Bootstrap core JavaScript-->
+  <script src="vendor/jquery/jquery.min.js"></script>
+  <script src="vendor/bootstrap/js/bootstrap.bundle.min.js"></script>
+
+  <!-- Core plugin JavaScript-->
+  <script src="vendor/jquery-easing/jquery.easing.min.js"></script>
+
+  <!-- Custom scripts for all pages-->
+  <script src="js/sb-admin-2.min.js"></script>
+
+</body>
+
+</html>

FirstApp/templates/FirstApp/activity.html

@@ -147,7 +147,6 @@
                 global_video_name = video.video_name;
 
 
-
                 if (lectureVideo.isActivityFound) {
                     e.target.parentNode.parentNode.lastChild.innerHTML = '<button type="button" class="btn btn-primary" id="result_btn">Results</button>';
                 } else {
@@ -174,13 +173,14 @@
                 fetch('http://127.0.0.1:8000/get-lecture-activity/?lecture_video_id=' + global_lecture_video_id + '&lecture_video_name=' + global_video_name)
                     .then((res) => res.json())
                     .then((out) => {
-                        let frames = createFrames(out);
-                        return frames
+                        {#let frames = createFrames(out);#}
+                        {#return frames#}
+                        displayActivity(out);
                     })
                     .then((obj) => {
-                        $('#video_frames').prepend(obj);
+                        {#$('#video_frames').prepend(obj);#}
                         $('#frame_loader').attr('hidden', true);
-                        $('#slidecontainer').attr('hidden', false);
+                        {#$('#slidecontainer').attr('hidden', false);#}
                     })
                     .catch((error) => alert('this is the error: ' + error));
             });
@@ -234,515 +234,8 @@
             }
 
 
-            //this section is responsible for displaying the frames as  video
-            //creating the frame content
-            function createFrames(res) {
-                let main_frame_content = "<div class='row' id='main_frames'>";
-                main_frame_content += "<ul class='list-group list-group-horizontal'>";
-                let count = 0;
-                //loop through the frames
-                res.extracted.map((image) => {
-                    let img_src = "";
-                    let len = image.detections.length;
-
-
-                    if (count === 0) {
-                        main_frame_content += "<li class='list-group-item text-center' id='image_0'>";
-                        img_src = "<img src='{% static '' %}FirstApp/activity/" + global_video_name + "/" + res.extracted[0].frame + "/" + res.extracted[0].detections[0] + "' width='400' height='400'>";
-                    } else {
-                        main_frame_content += "<li class='list-group-item other-frames' id='image_" + count + "' hidden>";
-                        img_src = "<img src='{% static '' %}FirstApp/activity/" + global_video_name + "/" + image.frame + "/" + image.detections[len - 1] + "' class='img-link' width='400' height='400'>";
-                    }
-
-
-                    main_frame_content += img_src;
-                    main_frame_content += "</li>";
-                    count++;
-                });
-
-                main_frame_content += "</ul>";
-                main_frame_content += "</div>";
-
-
-                //setting the min, max values of the slider
-                $('#myActivityRange').attr({'min': 0, 'max': count});
-
-                //display the progress bars
-                displayActivity(res);
-
-                return main_frame_content;
-            }
-
-
-            //declaring the variable for setInterval function
-            let timeVar = null;
-
-            //handling the play button
-            $('#play_pause_icon_activity').click(function () {
-                //defining the two possible classes
-                let play_class = "fas fa-play";
-                let pause_class = "fas fa-pause";
-
-
-                //retrieving the current icon class
-                let current_class = $(this).attr('class');
-
-                //assigning the correct class based on the icon clicked
-                let new_class = (current_class === play_class) ? pause_class : play_class;
-
-                //setting the new class
-                $(this).attr('class', new_class);
-
-                //handling the slider
-                let slider = document.getElementById("myActivityRange");
-                let output = document.getElementById("demo");
-
-                //when the button is playing
-                if (current_class === play_class) {
-                    timeVar = setInterval(() => {
-                        let value = slider.value;
-                        let new_slider_value = Number(value) + 1;
-                        slider.value = new_slider_value;
-                        output.innerHTML = new_slider_value.toString();
-
-
-                        let selectedImage = '#image_' + Number(value);
-
-                        //displaying the relevant image
-                        $('#image_0').html($(selectedImage).html());
-
-                    }, 50);
-                }
-                //when the button is paused
-                else if (current_class === pause_class) {
-                    clearInterval(timeVar);
-                }
-
-
-            });
-
-
-            //handling the slider
-            let slider = document.getElementById("myActivityRange");
-            let output = document.getElementById("demo");
-            output.innerHTML = slider.value;
-
-            slider.oninput = function () {
-                output.innerHTML = this.value;
-                let selectedImage = '#image_' + Number(this.value);
-
-                //hide
-                {#$('#image_0').attr('hidden', true);#}
-                $('#image_0').html($(selectedImage).html());
-
-                //setting the selected image
-                {#$(selectedImage).attr('hidden', false);#}
-
-
-            };
-
-            $(document).on('click', '.img-link', function (e) {
-
-                //removing previously displayed detections
-                $('.detections').remove();
-
-                //removing the no-content message
-                $('#no_detection_message_content').hide();
-
-                //appearing the loader
-                $('#detection_loader').attr('hidden', false);
-
-                let img_src_arr = e.target.src.split('/');
-                let len = img_src_arr.length;
-                let src = img_src_arr[len - 1];
-                let frame_name_arr = src.split('.');
-                let frame_name = frame_name_arr[0];
-
-                //fetching the detection for the selected frame
-                fetch('http://127.0.0.1:8000/get-lecture-activity-frame-detection/?video_name=' + global_video_name + "&frame_name=" + frame_name)
-                    .then((res) => res.json())
-                    .then((out) => displayDetections(out.detections, frame_name))
-                    .catch((error) => alert('this is an error'));
-
-            });
-
-            //the function to display detections
-            function displayDetections(detections, frame_name) {
-                let img_string = '';
-                let no_of_detections = detections.length;
-
-                //disabling the loader
-                $('#detection_loader').attr('hidden', true);
-
-                //appearing the no of detections number area
-                $('#detection_number_area').attr('hidden', false);
-                $('#no_of_detections').text(no_of_detections);
-
-                detections.map((detection) => {
-                    img_string += "<img src='{% static '' %}FirstApp/activity/" + global_video_name + "/" + frame_name + "/" + detection + "' class='detections m-2' width='100' height='100' >"
-                });
-
-                $('#detection_frames').prepend(img_string);
-
-            }
-
-
-            //listening for click events in labels
-            $('.labels').click(function () {
-
-                let label = Number($(this).attr('data-number'));
-                let label_name = $(this).attr('data-label');
-
-                //removing the previous student detection lists
-                $('.student_detection_lists').remove();
-
-                //appearing the loader
-                $('#detection_student_loader').attr('hidden', false);
-                //appearing the loader
-                $('#activity_type').attr('hidden', false);
-                $('#activity_type_text').text(label_name);
-                //disappearing the no content message
-                $('#no_detection_student_content').attr('hidden', true);
-
-                //fetching from the api
-                fetch('http://127.0.0.1:8000/get-lecture-activity-detection-for-label/?video_name=' + global_video_name + '&label=' + label)
-                    .then((res) => res.json())
-                    .then((out) => createDetectedStudentFrames(out))
-                    .catch((error) => alert('this is the error: ' + error))
-            });
-
-
-            //creating the detected students frames
-            function createDetectedStudentFrames(detections) {
-
-                let htmlString = "";
-                //iterating through the student
-                detections.people.map((student) => {
-
-                    let title = student.split('.')[0];
-                    let images = "";
-                    htmlString += "<div class='row p-3 student-detection-rows'>";
-
-                    let student_count = 0;
-
-                    //iterating through the frames
-                    detections.response.map((frame) => {
-                        let frame_detections = frame.detections;
-
-                        if (frame_detections.includes(student)) {
-
-
-                            if (student_count === 0) {
-                                images += "<li class='list-group-item frame-0' id='image_0_" + title + "'>";
-                            } else {
-                                images += "<li class='list-group-item other-student-frames' id='image_" + student_count + "_" + title + "' hidden>";
-                            }
-
-                            images += "<img src='{% static '' %}FirstApp/Activity/" + global_video_name + "/" + frame.frame + "/" + student + "' width='200' height='200'>";
-                            images += "</li>";
-
-                            //increment the student count
-                            student_count++;
-                        }
-                    });
-
-                    htmlString += "<ul class='list-group'>";
-                    htmlString += "<li class='list-group-item'>";
-                    htmlString += "<div class='row m-3'>";
-                    htmlString += "<h4 class='font-weight-bold'>Student ID: <span>" + title + "</span></h4>";
-                    htmlString += "</div>";
-                    htmlString += "</li>";
-                    {#htmlString += "<div class='row m-3'></div>";#}
-                    htmlString += "<li class='list-group-item'>";
-                    htmlString += "<div class='row'>";
-                    htmlString += "<ul class='list-group list-group-horizontal student_detection_lists' style='overflow-x: scroll'>";
-                    htmlString += images;
-                    htmlString += "</ul>";
-                    htmlString += "</div>";
-                    htmlString += "</li>";
-                    htmlString += "<li class='list-group-item'>";
-                    htmlString += "<div class='slidecontainer'>";
-                    htmlString += "<div class='row m-3'></div>";
-                    htmlString += "<div class='row'>";
-                    htmlString += "<span><i class='fas fa-play play-pause-icon-student-frames' id='icon_" + title + "'></i></span>";
-                    htmlString += "</div>";
-                    htmlString += "<input type='range' min='1' max='100' value='0' class='slider' id='slider_" + title + "'>";
-                    htmlString += "<p>No of frames: <span id='demo_" + title + "'></span></p>";
-                    htmlString += "</div>";
-                    htmlString += "</div>";
-                    htmlString += "</li>";
-                    htmlString += "</ul>";
-                });
-
-                //disappearing the loader
-                $('#detection_student_loader').attr('hidden', true);
-
-                //append to the relevant html card content
-                $('#detection_students').append(htmlString);
-
-            }
-
-
-            let studentTimeVar = null;
-
-            //playing the frames for each student detection
-            $(document).on('click', '.play-pause-icon-student-frames', function (e) {
-
-                //defining the two possible classes
-                let play_class = "fas fa-play play-pause-icon-student-frames";
-                let pause_class = "fas fa-pause play-pause-icon-student-frames";
-
-
-                //retrieving the current icon class
-                let current_class = $(this).attr('class');
-
-
-                //assigning the correct class based on the icon clicked
-                let new_class = (current_class === play_class) ? pause_class : play_class;
-
-
-                //setting the new class
-                $(this).attr('class', new_class);
-
-                //extracting the title pf the clicked icon
-                let title_part = $(this).attr('id');
-                let title = title_part.split("_")[1];
-
-
-                //handling the slider
-                let slider = document.getElementById("slider_" + title);
-                let output = document.getElementById("demo_" + title);
-
-
-                //when the button is playing
-                if (current_class === play_class) {
-                    studentTimeVar = setInterval(() => {
-                        let value = slider.value;
-                        let new_slider_value = Number(value) + 1;
-                        slider.value = new_slider_value;
-                        output.innerHTML = new_slider_value.toString();
-
-
-                        let selectedImage = '#image_' + Number(value) + '_' + title;
-
-                        //displaying the relevant image
-                        $('#image_0_' + title).html($(selectedImage).html());
-
-                    }, 100);
-                }
-
-                //when the button is paused
-                else if (current_class === pause_class) {
-                    clearInterval(studentTimeVar);
-                }
-
-            });
-
-            //this is to handle the 'evaluate' button
-            $('#evaluate_button').click(function () {
-
-                //hide the message
-                $('#no_evaluated_student_content').attr('hidden', true);
-                //show the loader
-                $('#evaluate_student_loader').attr('hidden', false);
-
-
-                //using the fetch api
-                fetch('http://127.0.0.1:8000/get-lecture-activity-student-evaluation/?video_name=' + global_video_name)
-                    .then((res) => res.json())
-                    .then((out) => evaluate_student(out))
-                    .catch((error) => alert('this is the error: ' + error))
-            });
-
-
-            //to create html for evaluate function
-            function evaluate_student(response) {
-                let htmlString = "";
-                //iterating through the student
-                response.people.map((student) => {
-
-                    let title = student.split('.')[0];
-                    let images = "";
-                    htmlString += "<div class='row p-3 student-evaluation-rows'>";
-
-                    let student_count = 0;
-
-                    //iterating through the frames
-                    response.response.map((frame) => {
-                        let frame_detections = frame.detections;
-                        let frame_detection_length = frame_detections.length;
-
-                        if (frame_detections.includes(student)) {
-
-
-                            if (student_count === 0) {
-                                images += "<li class='list-group-item frame-0' id='image_0_evaluation" + title + "'>";
-                            } else {
-                                images += "<li class='list-group-item other-student-frames' id='image_evaluation" + student_count + "_" + title + "' hidden>";
-                            }
-
-                            images += "<img src='{% static '' %}FirstApp/Activity/" + global_video_name + "/" + frame.frame + "/" + student + "' width='200' height='200'>";
-                            images += "</li>";
-
-                            if (student_count === (frame_detection_length)) {
-                                images += "<li class='list-group-item'>";
-                                images += "<button type='button' class='btn btn-dark individual-evaluation' id='evaluate_student_" + title + "'>evaluate</button>";
-                                images += "</li>";
-                            }
-
-
-                            //increment the student count
-                            student_count++;
-                        }
-                    });
-
-                    htmlString += "<ul class='list-group'>";
-                    htmlString += "<li class='list-group-item'>";
-                    htmlString += "<div class='row m-3'>";
-                    htmlString += "<h4 class='font-weight-bold'>Student ID: <span>" + title + "</span></h4>";
-                    htmlString += "</div>";
-                    htmlString += "</li>";
-                    {#htmlString += "<div class='row m-3'></div>";#}
-                    htmlString += "<li class='list-group-item'>";
-                    htmlString += "<div class='row'>";
-                    htmlString += "<ul class='list-group list-group-horizontal student_detection_lists' style='overflow-x: scroll'>";
-                    htmlString += images;
-                    htmlString += "</ul>";
-                    htmlString += "</div>";
-                    htmlString += "</li>";
-                    htmlString += "<li class='list-group-item'>";
-                    htmlString += "<div class='slidecontainer'>";
-                    htmlString += "<div class='row m-3'></div>";
-                    htmlString += "<div class='row'>";
-                    htmlString += "<span><i class='fas fa-play play-pause-icon-student-evaluations' id='icon_" + title + "'></i></span>";
-                    htmlString += "</div>";
-                    htmlString += "<input type='range' min='1' max='100' value='0' class='slider' id='slider_evaluation" + title + "'>";
-                    htmlString += "<p>No of frames: <span id='demo_evaluation" + title + "'></span></p>";
-                    htmlString += "</div>";
-                    htmlString += "</div>";
-                    htmlString += "</li>";
-                    htmlString += "</ul>";
-                });
-
-                //disappearing the loader
-                $('#evaluate_student_loader').attr('hidden', true);
-
-                //append to the relevant html card content
-                $('#evaluation_students').append(htmlString);
-
-            }
-
-
-            //interval variable for individual students
-            let studentEvaluationVar = null;
-
-            //playing the frames for each student evaluation
-            $(document).on('click', '.play-pause-icon-student-evaluations', function (e) {
-
-                //defining the two possible classes
-                let play_class = "fas fa-play play-pause-icon-student-evaluations";
-                let pause_class = "fas fa-pause play-pause-icon-student-evaluations";
-
-
-                //retrieving the current icon class
-                let current_class = $(this).attr('class');
-
-
-                //assigning the correct class based on the icon clicked
-                let new_class = (current_class === play_class) ? pause_class : play_class;
-
-
-                //setting the new class
-                $(this).attr('class', new_class);
-
-                //extracting the title pf the clicked icon
-                let title_part = $(this).attr('id');
-                let title = title_part.split("_")[1];
-
-
-                //handling the slider
-                let slider = document.getElementById("slider_evaluation" + title);
-                let output = document.getElementById("demo_evaluation" + title);
-
-
-                //when the button is playing
-                if (current_class === play_class) {
-                    studentEvaluationVar = setInterval(() => {
-                        let value = slider.value;
-                        let new_slider_value = Number(value) + 1;
-                        slider.value = new_slider_value;
-                        output.innerHTML = new_slider_value.toString();
-
-
-                        let selectedImage = '#image_evaluation' + Number(value) + '_' + title;
-
-                        //displaying the relevant image
-                        $('#image_0_evaluation' + title).html($(selectedImage).html());
-
-                    }, 100);
-                }
-
-                //when the button is paused
-                else if (current_class === pause_class) {
-                    clearInterval(studentEvaluationVar);
-                }
-
-            });
-            //end of student evaluation video frame
-
-
-             //to evaluate the individual student
-            $(document).on('click', '.individual-evaluation', function (e) {
-
-                let individual_id = $(this).attr('id');
-                let student_name = individual_id.split('_')[2];
-                student_name += ".png";
-                let html = $(this).html();
-
-                //after clicking, change the html
-                $(this).html("<span class='font-italic'>loading...</span>");
-
-
-                //fetching from the API
-                fetch('http://127.0.0.1:8000/get-lecture-activity-individual-student-evaluation/?video_name=' + global_video_name + '&student_name=' + student_name)
-                    .then((res) => res.json())
-                    .then((out) => displayIndividualStudentActivity(out.response, e, student_name))
-                    .catch((error) => alert('something went wrong'));
-
-
-            });
-
-
-            //this function will display the individual student emotions
-            function displayIndividualStudentActivity(res, e, title) {
-
-                let phone_perct = Math.round(res.phone_perct, 1);
-                let writing_perct = Math.round(res.writing_perct, 1);
-                let listening_perct = Math.round(res.listening_perct, 1);
-
-                //set the percentage values
-                //$('#talking_individual_perct').text(res.talking_perct + '%');
-                $('#phone_individual_perct').text(phone_perct + '%');
-                $('#writing_individual_perct').text(writing_perct + '%');
-                $('#listening_individual_perct').text(listening_perct + '%');
-
-                //set the width
-                //$('#talking_individual_width').width(res.talking_perct + '%');
-                $('#phone_individual_width').width(phone_perct + '%');
-                $('#writing_individual_width').width(writing_perct + '%');
-                $('#listening_individual_width').width(listening_perct + '%');
-
-                //open the student individual modal
-                $('#student_individual_modal').modal();
-
-                //set the button to default
-                e.target.innerHTML = "<span>evaluate</span>";
-
-            }
-
-
             //to handle the 'integrate' modal
-            $('#integrate_gaze').click(function () {
+            $('#integrate_activity').click(function () {
                 //define the student video src
                 let video_src = "{% static '' %}FirstApp/videos/" + global_video_name;
 
@@ -754,9 +247,9 @@
 
                 //fetch data from the API
                 fetch('http://127.0.0.1:8000/get-lecture-activity-for-frame?video_name=' + global_video_name)
-                .then((res) => res.json())
-                .then((out) => displayActivityRecognitionForFrame(out.response))
-                .catch((err) => alert('error: ' + err));
+                    .then((res) => res.json())
+                    .then((out) => displayActivityRecognitionForFrame(out.response))
+                    .catch((err) => alert('error: ' + err));
 
             });
 
@@ -772,37 +265,37 @@
 
                 //creating the html string, iteratively
                 response.map((frame) => {
-                   let frame_name = frame.frame_name;
-                   let phone_perct = Math.round(frame.phone_perct, 0);
-                   let listen_perct = Math.round(frame.listen_perct, 0);
-                   {#let listen_perct = Math.round(frame.listening_perct, 0);#}
-                   let note_perct = Math.round(frame.note_perct, 0);
-
-                   //append to the html string
-                   //phone checking
-                   htmlString += "<div class='progress_area' id='progress_" +frame_name+ "' hidden>";
-                   htmlString += "<h4 class='small font-weight-bold'>Phone checking</h4>";
-                   htmlString += "<span class='float-right' id='phone_checking_instant_" +frame_name+ "'>" +phone_perct+ "%</span>";
-                   htmlString += "<div class='progress mb-4'>";
-                   htmlString += "<div class='progress-bar bg-warning' role='progressbar' id='phone_checking_instant_value_" +frame_name+ "' style='width: " +phone_perct+ "%' aria-valuenow='40' aria-valuemin='0' aria-valuemax='100'></div>";
-                   htmlString += "</div>";
-
-                   //note taking
-                   htmlString += "<h4 class='small font-weight-bold'>Writing</h4>";
-                   htmlString += "<span class='float-right' id='note_taking_instant_" +frame_name+ "'>" +note_perct+ "%</span>";
-                   htmlString += "<div class='progress mb-4'>";
-                   htmlString += "<div class='progress-bar' role='progressbar' id='note_taking_instant_value_" +frame_name+ "' style='width: " +note_perct+ "%' aria-valuenow='0' aria-valuemin='0' aria-valuemax='100'></div>";
-                   htmlString += "</div>";
-
-                   //listening
-                   htmlString += "<h4 class='small font-weight-bold'>Listening</h4>";
-                   htmlString += "<span class='float-right' id='listening_instant_" +frame_name+ "'>" +listen_perct+ "%</span>";
-                   htmlString += "<div class='progress mb-4'>";
-                   htmlString += "<div class='progress-bar bg-info' role='progressbar' id='listening_instant_value_" +frame_name+ "' style='width: " +listen_perct+ "%' aria-valuenow='80' aria-valuemin='0' aria-valuemax='100'></div>";
-                   htmlString += "</div>";
-
-                   //ending the progress area
-                   htmlString += "</div>";
+                    let frame_name = frame.frame_name;
+                    let phone_perct = Math.round(frame.phone_perct, 0);
+                    let listen_perct = Math.round(frame.listen_perct, 0);
+                    {#let listen_perct = Math.round(frame.listening_perct, 0);#}
+                    let note_perct = Math.round(frame.note_perct, 0);
+
+                    //append to the html string
+                    //phone checking
+                    htmlString += "<div class='progress_area' id='progress_" + frame_name + "' hidden>";
+                    htmlString += "<h4 class='small font-weight-bold'>Phone checking</h4>";
+                    htmlString += "<span class='float-right' id='phone_checking_instant_" + frame_name + "'>" + phone_perct + "%</span>";
+                    htmlString += "<div class='progress mb-4'>";
+                    htmlString += "<div class='progress-bar bg-warning' role='progressbar' id='phone_checking_instant_value_" + frame_name + "' style='width: " + phone_perct + "%' aria-valuenow='40' aria-valuemin='0' aria-valuemax='100'></div>";
+                    htmlString += "</div>";
+
+                    //note taking
+                    htmlString += "<h4 class='small font-weight-bold'>Writing</h4>";
+                    htmlString += "<span class='float-right' id='note_taking_instant_" + frame_name + "'>" + note_perct + "%</span>";
+                    htmlString += "<div class='progress mb-4'>";
+                    htmlString += "<div class='progress-bar' role='progressbar' id='note_taking_instant_value_" + frame_name + "' style='width: " + note_perct + "%' aria-valuenow='0' aria-valuemin='0' aria-valuemax='100'></div>";
+                    htmlString += "</div>";
+
+                    //listening
+                    htmlString += "<h4 class='small font-weight-bold'>Listening</h4>";
+                    htmlString += "<span class='float-right' id='listening_instant_" + frame_name + "'>" + listen_perct + "%</span>";
+                    htmlString += "<div class='progress mb-4'>";
+                    htmlString += "<div class='progress-bar bg-info' role='progressbar' id='listening_instant_value_" + frame_name + "' style='width: " + listen_perct + "%' aria-valuenow='80' aria-valuemin='0' aria-valuemax='100'></div>";
+                    htmlString += "</div>";
+
+                    //ending the progress area
+                    htmlString += "</div>";
 
                 });
 
@@ -893,22 +386,20 @@
                 $('#generate_report_message').hide();
 
 
-
                 fetch('http://127.0.0.1:8000/lecture-activity-report-generation/?lecturer=' + global_lecturer + '&subject=' + global_subject + '&date=' + global_lecture_date)
-                .then((res) => res.json())
-                .then((out) => {
-                    //show the loader and loading message
-                    $('#generate_report_loader').attr('hidden', true);
-                    $('#generate_report_loading_message').attr('hidden', true);
-                    $('#generateReportModal').modal('hide');
-                })
-                .catch((err) => alert('error: ' + err))
+                    .then((res) => res.json())
+                    .then((out) => {
+                        //show the loader and loading message
+                        $('#generate_report_loader').attr('hidden', true);
+                        $('#generate_report_loading_message').attr('hidden', true);
+                        $('#generateReportModal').modal('hide');
+                    })
+                    .catch((err) => alert('error: ' + err))
 
 
             });
 
 
-
         });
 
     </script>
@@ -931,11 +422,11 @@
                     {% load static %}
 
                     <!-- Page Heading -->
-{#                    <div class="d-sm-flex align-items-center justify-content-between mb-4">#}
-{#                        <h1 class="h3 mb-0 text-gray-800">Student Activity Recognition</h1>#}
-{#                        <button type="button" data-target="#generateReportModal" data-toggle="modal" class="d-none d-sm-inline-block btn btn-sm btn-primary shadow-sm" id="generate_report_before" disabled><i#}
-{#                                class="fas fa-download fa-sm text-white-50"></i> Generate Report</button>#}
-{#                    </div>#}
+                    {#                    <div class="d-sm-flex align-items-center justify-content-between mb-4">#}
+                    {#                        <h1 class="h3 mb-0 text-gray-800">Student Activity Recognition</h1>#}
+                    {#                        <button type="button" data-target="#generateReportModal" data-toggle="modal" class="d-none d-sm-inline-block btn btn-sm btn-primary shadow-sm" id="generate_report_before" disabled><i#}
+                    {#                                class="fas fa-download fa-sm text-white-50"></i> Generate Report</button>#}
+                    {#                    </div>#}
 
 
                     <!--first row -->
@@ -1084,81 +575,68 @@
                                                          alt="Loader">
                                                 </div>
 
-                                                <!--frames -->.
-                                                <div class="text-center p-4" id="video_frames">
-                                                    <!-- slide container -->
-                                                    <div id="slidecontainer" hidden>
-                                                        <div class="row m-3"></div>
-                                                        <!-- play/pause icon -->
-                                                        <div class="row">
-                                                            <span><i class="fas fa-play"
-                                                                     id="play_pause_icon_activity"></i></span>
-                                                        </div>
-                                                        <input type="range" min="1" max="100" value="0" class="slider"
-                                                               id="myActivityRange">
-                                                        <p>No of frames: <span id="demo"></span></p>
+                                                <!--this area will display the progress bars -->
+                                                <div class="progress_area mt-4" hidden>
+                                                    <!--talking with friends -->
+                                                    <a href="#" class="btn btn-link labels" data-number="1"
+                                                       data-label="talking-with-friends">
+                                                        <h4 class="small font-weight-bold">Talking with friends</h4>
+                                                    </a>
+                                                    <span class="float-right" id="talking_perct">40%</span>
+                                                    <div class="progress mb-4">
+                                                        <div class="progress-bar bg-danger" role="progressbar"
+                                                             id="talking_width"
+                                                             style="width: 20%"
+                                                             aria-valuenow="20" aria-valuemin="0"
+                                                             aria-valuemax="100"></div>
                                                     </div>
-                                                </div>
-                                            </div>
 
-                                            <!--this area will display the progress bars -->
-                                            <div class="progress_area" hidden>
-                                                <!--talking with friends -->
-                                                <a href="#" class="btn btn-link labels" data-number="1"
-                                                   data-label="talking-with-friends">
-                                                    <h4 class="small font-weight-bold">Talking with friends</h4>
-                                                </a>
-                                                <span class="float-right" id="talking_perct">40%</span>
-                                                <div class="progress mb-4">
-                                                    <div class="progress-bar bg-danger" role="progressbar"
-                                                         id="talking_width"
-                                                         style="width: 20%"
-                                                         aria-valuenow="20" aria-valuemin="0" aria-valuemax="100"></div>
-                                                </div>
+                                                    <!--phone checking -->
+                                                    <a href="#" class="btn btn-link labels" data-number="0"
+                                                       data-label="phone-checking">
+                                                        <h4 class="small font-weight-bold">Phone checking</h4>
+                                                    </a>
+                                                    <span class="float-right" id="phone_perct">45%</span>
+                                                    <div class="progress mb-4">
+                                                        <div class="progress-bar bg-warning" role="progressbar"
+                                                             id="phone_width"
+                                                             style="width: 40%"
+                                                             aria-valuenow="40" aria-valuemin="0"
+                                                             aria-valuemax="100"></div>
+                                                    </div>
 
-                                                <!--phone checking -->
-                                                <a href="#" class="btn btn-link labels" data-number="0"
-                                                   data-label="phone-checking">
-                                                    <h4 class="small font-weight-bold">Phone checking</h4>
-                                                </a>
-                                                <span class="float-right" id="phone_perct">45%</span>
-                                                <div class="progress mb-4">
-                                                    <div class="progress-bar bg-warning" role="progressbar"
-                                                         id="phone_width"
-                                                         style="width: 40%"
-                                                         aria-valuenow="40" aria-valuemin="0" aria-valuemax="100"></div>
-                                                </div>
+                                                    <!--note taking -->
+                                                    <a href="#" class="btn btn-link labels" data-number="2"
+                                                       data-label="note-taking">
+                                                        <h4 class="small font-weight-bold">Writing</h4>
+                                                    </a>
+                                                    <span class="float-right" id="writing_perct">50%</span>
+                                                    <div class="progress mb-4">
+                                                        <div class="progress-bar" role="progressbar" id="writing_width"
+                                                             style="width: 60%"
+                                                             aria-valuenow="60" aria-valuemin="0"
+                                                             aria-valuemax="100"></div>
+                                                    </div>
 
-                                                <!--note taking -->
-                                                <a href="#" class="btn btn-link labels" data-number="2"
-                                                   data-label="note-taking">
-                                                    <h4 class="small font-weight-bold">Writing</h4>
-                                                </a>
-                                                <span class="float-right" id="writing_perct">50%</span>
-                                                <div class="progress mb-4">
-                                                    <div class="progress-bar" role="progressbar" id="writing_width"
-                                                         style="width: 60%"
-                                                         aria-valuenow="60" aria-valuemin="0" aria-valuemax="100"></div>
-                                                </div>
+                                                    <!--listening-->
+                                                    <a href="#" class="btn btn-link labels">
+                                                        <h4 class="small font-weight-bold">Listening</h4>
+                                                    </a>
+                                                    <span class="float-right" id="listening_perct">60%</span>
+                                                    <div class="progress mb-4">
+                                                        <div class="progress-bar bg-info" role="progressbar"
+                                                             id="listening_width" style="width: 80%"
+                                                             aria-valuenow="80" aria-valuemin="0"
+                                                             aria-valuemax="100"></div>
+                                                    </div>
 
-                                                <!--listening-->
-                                                <a href="#" class="btn btn-link labels">
-                                                    <h4 class="small font-weight-bold">Listening</h4>
-                                                </a>
-                                                <span class="float-right" id="listening_perct">60%</span>
-                                                <div class="progress mb-4">
-                                                    <div class="progress-bar bg-info" role="progressbar"
-                                                         id="listening_width" style="width: 80%"
-                                                         aria-valuenow="80" aria-valuemin="0" aria-valuemax="100"></div>
                                                 </div>
 
-                                                <!--evaluate button -->
-                                                <button type="button" class="btn btn-danger float-right"
-                                                        id="evaluate_button">Evaluate
-                                                </button>
+
 
                                             </div>
 
+
                                         </div>
 
                                         <!--graph tab -->
@@ -1215,66 +693,6 @@
                         </div>
 
 
-                        <!--2nd column -->
-{#                        <div class="col-lg-6">#}
-
-{#                            <!--card content -->#}
-{#                            <div class="card shadow mb-4">#}
-{#                                <!--card header -->#}
-{#                                <div class="card-header py-3">#}
-{#                                    <h5 class="m-0 font-weight-bold text-primary">Frame Detections</h5>#}
-{#                                </div>#}
-{##}
-{#                                <!--card body -->#}
-{#                                <div class="text-center p-4" id="detection_frames">#}
-{##}
-{#                                    <!--no content message-->#}
-{#                                    <div class="text-center p-2" id="no_detection_message_content">#}
-{#                                        <span class="font-italic">No frame is selected</span>#}
-{#                                    </div>#}
-{##}
-{#                                    <div class="text-left m-3" id="detection_number_area" hidden>#}
-{#                                        <p>No of detections: <span id="no_of_detections"></span></p>#}
-{#                                    </div>#}
-{#                                    <!--the detection loader -->#}
-{#                                    <div class="text-center p-2" id="detection_loader" hidden>#}
-{#                                        <img src="{% static 'FirstApp/images/ajax-loader.gif' %}"#}
-{#                                             alt="Loader">#}
-{#                                    </div>#}
-{#                                </div>#}
-{#                            </div>#}
-
-
-                            <!--detection person card -->
-{#                            <div class="card shadow mb-4">#}
-{#                                <!--card header -->#}
-{#                                <div class="card-header py-3">#}
-{#                                    <h5 class="m-0 font-weight-bold text-primary">Detected Students (by activity#}
-{#                                        type)</h5>#}
-{#                                </div>#}
-{##}
-{#                                <!--card body -->#}
-{#                                <div class="text-center p-4" id="detection_students">#}
-{#                                    <!--activity type line -->#}
-{#                                    <div class="text-center p-2" id="activity_type" hidden>#}
-{#                                        <p>Activity Type: <span class="font-weight-bold" id="activity_type_text"></span>#}
-{#                                        </p>#}
-{#                                    </div>#}
-{##}
-{#                                    <!--no content message-->#}
-{#                                    <div class="text-center p-2" id="no_detection_student_content">#}
-{#                                        <span class="font-italic">No activity type is selected</span>#}
-{#                                    </div>#}
-{##}
-{#                                    <!--the detection student loader -->#}
-{#                                    <div class="text-center p-2" id="detection_student_loader" hidden>#}
-{#                                        <img src="{% static 'FirstApp/images/ajax-loader.gif' %}"#}
-{#                                             alt="Loader">#}
-{#                                    </div>#}
-{##}
-{#                                </div>#}
-{#                            </div>#}
-{#                        </div>#}
                         <!--2nd column -->
                         <div class="col-lg-6">
                             <!--card -->
@@ -1292,7 +710,7 @@
 
                                     <!--button -->
                                     <div class="text-right m-4">
-                                        <button type="button" class="btn btn-outline-success" id="integrate_gaze">
+                                        <button type="button" class="btn btn-outline-success" id="integrate_activity">
                                             Process
                                         </button>
                                     </div>
@@ -1310,32 +728,32 @@
 
                         <!--1st column -->
                         <div class="col-lg-6">
-{#                            <!--card -->#}
-{#                            <div class="card shadow mb-4">#}
-{#                                <!--card header -->#}
-{#                                <div class="card-header">#}
-{#                                    <h5 class="m-0 font-weight-bold text-primary">Evaluated Students</h5>#}
-{#                                </div>#}
-{##}
-{#                                <!--card body -->#}
-{#                                <div class="card-body" id="evaluation_students">#}
-{##}
-{#                                    <!--no content message-->#}
-{#                                    <div class="text-center p-2" id="no_evaluated_student_content">#}
-{#                                        <span class="font-italic">Press 'Evaluate' button to evaluate students</span>#}
-{#                                    </div>#}
-{##}
-{#                                    <!--the detection student loader -->#}
-{#                                    <div class="text-center p-2" id="evaluate_student_loader" hidden>#}
-{#                                        <img src="{% static 'FirstApp/images/ajax-loader.gif' %}"#}
-{#                                             alt="Loader">#}
-{#                                    </div>#}
-{#                                    <!--end of student detection loader -->#}
-{##}
-{##}
-{#                                </div>#}
-{##}
-{#                            </div>#}
+                            {#                            <!--card -->#}
+                            {#                            <div class="card shadow mb-4">#}
+                            {#                                <!--card header -->#}
+                            {#                                <div class="card-header">#}
+                            {#                                    <h5 class="m-0 font-weight-bold text-primary">Evaluated Students</h5>#}
+                            {#                                </div>#}
+                            {##}
+                            {#                                <!--card body -->#}
+                            {#                                <div class="card-body" id="evaluation_students">#}
+                            {##}
+                            {#                                    <!--no content message-->#}
+                            {#                                    <div class="text-center p-2" id="no_evaluated_student_content">#}
+                            {#                                        <span class="font-italic">Press 'Evaluate' button to evaluate students</span>#}
+                            {#                                    </div>#}
+                            {##}
+                            {#                                    <!--the detection student loader -->#}
+                            {#                                    <div class="text-center p-2" id="evaluate_student_loader" hidden>#}
+                            {#                                        <img src="{% static 'FirstApp/images/ajax-loader.gif' %}"#}
+                            {#                                             alt="Loader">#}
+                            {#                                    </div>#}
+                            {#                                    <!--end of student detection loader -->#}
+                            {##}
+                            {##}
+                            {#                                </div>#}
+                            {##}
+                            {#                            </div>#}
 
 
                         </div>
@@ -1508,7 +926,8 @@
                     </div>
                 </div>
                 <div class="modal-footer">
-                    <button type="button" class="btn btn-primary" data-dismiss="modal" id="generate_report_btn">Yes</button>
+                    <button type="button" class="btn btn-primary" data-dismiss="modal" id="generate_report_btn">Yes
+                    </button>
                     <button type="button" class="btn btn-danger" data-dismiss="modal">No</button>
                 </div>
             </div>
@@ -1558,7 +977,7 @@
                                     <div class="progress mb-4">
                                         <div class="progress-bar bg-danger" role="progressbar"
                                              id="talking_instant_value"
-{#                                             style="width: 0%"#}
+                                                {#                                             style="width: 0%"#}
                                              aria-valuenow="20" aria-valuemin="0" aria-valuemax="100"></div>
                                     </div>
 
@@ -1569,7 +988,7 @@
                                     <div class="progress mb-4">
                                         <div class="progress-bar bg-warning" role="progressbar"
                                              id="phone_checking_instant_value"
-{#                                             style="width: 0%"#}
+                                                {#                                             style="width: 0%"#}
                                              aria-valuenow="40" aria-valuemin="0" aria-valuemax="100"></div>
                                     </div>
 
@@ -1580,7 +999,7 @@
                                     <div class="progress mb-4">
                                         <div class="progress-bar" role="progressbar"
                                              id="note_taking_instant_value"
-{#                                             style="width: 0%"#}
+                                                {#                                             style="width: 0%"#}
                                              aria-valuenow="60" aria-valuemin="0" aria-valuemax="100"></div>
                                     </div>
 
@@ -1591,7 +1010,7 @@
                                     <div class="progress mb-4">
                                         <div class="progress-bar bg-info" role="progressbar"
                                              id="listening_instant_value"
-{#                                             style="width: 80%"#}
+                                                {#                                             style="width: 80%"#}
                                              aria-valuenow="80" aria-valuemin="0" aria-valuemax="100"></div>
                                     </div>
 
@@ -1614,11 +1033,11 @@
                                     </div>
 
                                     <!-- video -->
-{#                                    <video width="500" height="300" id="lecturer_video" controls>#}
-{#                                        <source src="#"#}
-{#                                                type="video/mp4">#}
-{#                                        Your browser does not support the video tag.#}
-{#                                    </video>#}
+                                    {#                                    <video width="500" height="300" id="lecturer_video" controls>#}
+                                    {#                                        <source src="#"#}
+                                    {#                                                type="video/mp4">#}
+                                    {#                                        Your browser does not support the video tag.#}
+                                    {#                                    </video>#}
 
                                 </div>
                                 <!--end of lecture video section -->

FirstApp/templates/FirstApp/admin_login.html

+{% load static %}
+
+<!DOCTYPE html>
+<html lang="en">
+<head>
+
+    <meta charset="utf-8">
+    <meta http-equiv="X-UA-Compatible" content="IE=edge">
+    <meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
+    <meta name="description" content="">
+    <meta name="author" content="">
+
+    <title>SLPES</title>
+
+    <!-- Custom fonts for this template-->
+    <link href="{% static 'FirstApp/vendor/fontawesome-free/css/all.min.css' %}" rel="stylesheet" type="text/css">
+    <link href="https://fonts.googleapis.com/css?family=Nunito:200,200i,300,300i,400,400i,600,600i,700,700i,800,800i,900,900i"
+          rel="stylesheet">
+
+    <!-- Custom styles for this template-->
+    <link href="{% static 'FirstApp/css/sb-admin-2.min.css' %}" rel="stylesheet">
+
+</head>
+
+<body class="bg-gradient-primary">
+
+<div class="container">
+
+    <!-- Outer Row -->
+    <div class="row justify-content-center">
+
+        <div class="col-xl-10 col-lg-12 col-md-9">
+
+            <div class="card o-hidden border-0 shadow-lg my-5">
+                <div class="card-body p-0">
+                    <!-- Nested Row within Card Body -->
+                    <div class="row">
+                        <div class="col-lg-6 d-none d-lg-block">
+                            <img src="{% static 'FirstApp/images/admin.jpg' %}" width="400" height="600"
+                                 alt="No image">
+                        </div>
+                        <div class="col-lg-6">
+                            <div class="p-5">
+                                <div class="text-center">
+                                    <h1 class="h4 text-gray-900 mb-4">Welcome Back!</h1>
+                                </div>
+
+                                <!--form -->
+                                <form action="/process-admin-login" method="POST" name="loginForm" class="user">
+                                    {% csrf_token %}
+
+                                    <div class="form-group">
+                                        <input type="email" name="email" class="form-control form-control-user"
+                                               id="exampleInputEmail" aria-describedby="emailHelp"
+                                               placeholder="Enter Email Address...">
+                                    </div>
+                                    <div class="form-group">
+                                        <input type="password" name="password" class="form-control form-control-user"
+                                               id="exampleInputPassword" placeholder="Password">
+                                        <div class="alert alert-danger m-4">{{ message }}</div>
+                                    </div>
+                                    <div class="form-group">
+                                        <div class="custom-control custom-checkbox small">
+                                            <input type="checkbox" class="custom-control-input" id="customCheck">
+                                            <label class="custom-control-label" for="customCheck">Remember Me</label>
+                                        </div>
+                                    </div>
+
+                                    <button type="submit" class="btn btn-primary btn-user btn-block">Login</button>
+
+                                    <hr>
+
+                                </form>
+                                <hr>
+
+                            </div>
+                        </div>
+                    </div>
+                </div>
+            </div>
+
+        </div>
+
+    </div>
+
+</div>
+
+<!-- Bootstrap core JavaScript-->
+<script src="{% static 'FirstApp/vendor/jquery/jquery.min.js' %}"></script>
+<script src="{% static 'FirstApp/vendor/bootstrap/js/bootstrap.bundle.min.js' %}"></script>
+
+<!-- Core plugin JavaScript-->
+<script src="{% static 'FirstApp/vendor/jquery-easing/jquery.easing.min.js' %}"></script>
+
+<!-- Custom scripts for all pages-->
+<script src="{% static 'FirstApp/js/sb-admin-2.min.js' %}"></script>
+
+</body>
+
+</html>

FirstApp/templates/FirstApp/emotion.html

@@ -170,13 +170,14 @@
                 fetch('http://127.0.0.1:8000/get-lecture-emotion/?lecture_video_id=' + global_lecture_video_id + '&lecture_video_name=' + global_video_name)
                     .then((res) => res.json())
                     .then((out) => {
-                        let frames = createFrames(out);
-                        return frames
+                        {#let frames = createFrames(out);#}
+                        {#return frames#}
+                        displayActivity(out)
                     })
                     .then((obj) => {
-                        $('#video_frames').prepend(obj);
+                        {#$('#video_frames').prepend(obj);#}
                         $('#frame_loader').attr('hidden', true);
-                        $('#slidecontainer').attr('hidden', false);
+                        {#$('#slidecontainer').attr('hidden', false);#}
                     })
                     .catch((error) => alert('this is the error: ' + error));
             });
@@ -216,6 +217,7 @@
             //to handle the 'btn-success' (process) button
             $(document).on('click', '.btn-success', function (e) {
 
+
                 //sending the POST request to process the lecture activities
                 fetch('http://127.0.0.1:8000/process-lecture-emotion/?lecture_video_name=' + global_video_name + '&lecture_video_id=' + global_lecture_video_id)
                     .then((res) => res.json())
@@ -232,510 +234,8 @@
             }
 
 
-            //this section is responsible for displaying the frames as  video
-            //creating the frame content
-            function createFrames(res) {
-                let main_frame_content = "<div class='row' id='main_frames'>";
-                main_frame_content += "<ul class='list-group list-group-horizontal'>";
-                let count = 0;
-                //loop through the frames
-                res.extracted.map((image) => {
-                    let img_src = "";
-                    let len = image.detections.length;
-
-
-                    if (count === 0) {
-                        main_frame_content += "<li class='list-group-item text-center' id='image_0'>";
-                        img_src = "<img src='{% static '' %}FirstApp/activity/" + global_video_name + "/" + res.extracted[0].frame + "/" + res.extracted[0].detections[0] + "' width='400' height='400'>";
-                    } else {
-                        main_frame_content += "<li class='list-group-item other-frames' id='image_" + count + "' hidden>";
-                        img_src = "<img src='{% static '' %}FirstApp/activity/" + global_video_name + "/" + image.frame + "/" + image.detections[len - 1] + "' class='img-link' width='400' height='400'>";
-                    }
-
-
-                    main_frame_content += img_src;
-                    main_frame_content += "</li>";
-                    count++;
-                });
-
-                main_frame_content += "</ul>";
-                main_frame_content += "</div>";
-
-
-                //setting the min, max values of the slider
-                $('#myActivityRange').attr({'min': 0, 'max': count});
-
-                //display the progress bars
-                displayActivity(res);
-
-                return main_frame_content;
-            }
-
-
-            //declaring the variable for setInterval function
-            let timeVar = null;
-
-            //handling the play button
-            $('#play_pause_icon_activity').click(function () {
-                //defining the two possible classes
-                let play_class = "fas fa-play";
-                let pause_class = "fas fa-pause";
-
-
-                //retrieving the current icon class
-                let current_class = $(this).attr('class');
-
-                //assigning the correct class based on the icon clicked
-                let new_class = (current_class === play_class) ? pause_class : play_class;
-
-                //setting the new class
-                $(this).attr('class', new_class);
-
-                //handling the slider
-                let slider = document.getElementById("myActivityRange");
-                let output = document.getElementById("demo");
-
-                //when the button is playing
-                if (current_class === play_class) {
-                    timeVar = setInterval(() => {
-                        let value = slider.value;
-                        let new_slider_value = Number(value) + 1;
-                        slider.value = new_slider_value;
-                        output.innerHTML = new_slider_value.toString();
-
-
-                        let selectedImage = '#image_' + Number(value);
-
-                        //displaying the relevant image
-                        $('#image_0').html($(selectedImage).html());
-
-                    }, 50);
-                }
-                //when the button is paused
-                else if (current_class === pause_class) {
-                    clearInterval(timeVar);
-                }
-
-
-            });
-
-
-            //handling the slider
-            let slider = document.getElementById("myActivityRange");
-            let output = document.getElementById("demo");
-            output.innerHTML = slider.value;
-
-            slider.oninput = function () {
-                output.innerHTML = this.value;
-                let selectedImage = '#image_' + Number(this.value);
-
-                //hide
-                {#$('#image_0').attr('hidden', true);#}
-                $('#image_0').html($(selectedImage).html());
-
-                //setting the selected image
-                {#$(selectedImage).attr('hidden', false);#}
-
-
-            };
-
-            $(document).on('click', '.img-link', function (e) {
-
-                //removing previously displayed detections
-                $('.detections').remove();
-
-                //removing the no-content message
-                $('#no_detection_message_content').hide();
-
-                //appearing the loader
-                $('#detection_loader').attr('hidden', false);
-
-                let img_src_arr = e.target.src.split('/');
-                let len = img_src_arr.length;
-                let src = img_src_arr[len - 1];
-                let frame_name_arr = src.split('.');
-                let frame_name = frame_name_arr[0];
-
-                //fetching the detection for the selected frame
-                fetch('http://127.0.0.1:8000/get-lecture-activity-frame-detection/?video_name=' + global_video_name + "&frame_name=" + frame_name)
-                    .then((res) => res.json())
-                    .then((out) => displayDetections(out.detections, frame_name))
-                    .catch((error) => alert('this is an error'));
-
-            });
-
-            //the function to display detections
-            function displayDetections(detections, frame_name) {
-                let img_string = '';
-                let no_of_detections = detections.length;
-
-                //disabling the loader
-                $('#detection_loader').attr('hidden', true);
-
-                //appearing the no of detections number area
-                $('#detection_number_area').attr('hidden', false);
-                $('#no_of_detections').text(no_of_detections);
-
-                detections.map((detection) => {
-                    img_string += "<img src='{% static '' %}FirstApp/activity/" + global_video_name + "/" + frame_name + "/" + detection + "' class='detections m-2' width='100' height='100' >"
-                });
-
-                $('#detection_frames').prepend(img_string);
-
-            }
-
-
-            //listening for click events in labels
-            $('.labels').click(function () {
-
-                let label = Number($(this).attr('data-number'));
-                let label_name = $(this).attr('data-label');
-
-                //removing the previous student detection lists
-                $('.student_detection_lists').remove();
-
-                //appearing the loader
-                $('#detection_student_loader').attr('hidden', false);
-                //appearing the loader
-                $('#activity_type').attr('hidden', false);
-                $('#activity_type_text').text(label_name);
-                //disappearing the no content message
-                $('#no_detection_student_content').attr('hidden', true);
-
-                //fetching from the api
-                fetch('http://127.0.0.1:8000/get-lecture-activity-detection-for-label/?video_name=' + global_video_name + '&label=' + label)
-                    .then((res) => res.json())
-                    .then((out) => createDetectedStudentFrames(out))
-                    .catch((error) => alert('this is the error: ' + error))
-            });
-
-
-            //creating the detected students frames
-            function createDetectedStudentFrames(detections) {
-
-                let htmlString = "";
-                //iterating through the student
-                detections.people.map((student) => {
-
-                    let title = student.split('.')[0];
-                    let images = "";
-                    htmlString += "<div class='row p-3 student-detection-rows'>";
-
-                    let student_count = 0;
-
-                    //iterating through the frames
-                    detections.response.map((frame) => {
-                        let frame_detections = frame.detections;
-
-                        if (frame_detections.includes(student)) {
-
-
-                            if (student_count === 0) {
-                                images += "<li class='list-group-item frame-0' id='image_0_" + title + "'>";
-                            } else {
-                                images += "<li class='list-group-item other-student-frames' id='image_" + student_count + "_" + title + "' hidden>";
-                            }
-
-                            images += "<img src='{% static '' %}FirstApp/Activity/" + global_video_name + "/" + frame.frame + "/" + student + "' width='200' height='200'>";
-                            images += "</li>";
-
-                            //increment the student count
-                            student_count++;
-                        }
-                    });
-
-                    htmlString += "<h6 class='font-italic'>" + title + "</h6>";
-                    htmlString += "<ul class='list-group list-group-horizontal student_detection_lists' style='overflow-x: scroll'>";
-                    htmlString += images;
-                    htmlString += "</ul>";
-                    htmlString += "<div class='slidecontainer'>";
-                    htmlString += "<div class='row m-3'></div>";
-                    htmlString += "<div class='row'>";
-                    htmlString += "<span><i class='fas fa-play play-pause-icon-student-frames' id='icon_" + title + "'></i></span>";
-                    htmlString += "</div>";
-                    htmlString += "<input type='range' min='1' max='100' value='0' class='slider' id='slider_" + title + "'>";
-                    htmlString += "<p>No of frames: <span id='demo_" + title + "'></span></p>";
-                    htmlString += "</div>";
-                    htmlString += "</div>";
-                });
-
-                //disappearing the loader
-                $('#detection_student_loader').attr('hidden', true);
-
-                //append to the relevant html card content
-                $('#detection_students').append(htmlString);
-
-            }
-
-
-            let studentTimeVar = null;
-
-            //playing the frames for each student detection (by label)
-            $(document).on('click', '.play-pause-icon-student-frames', function (e) {
-
-                //defining the two possible classes
-                let play_class = "fas fa-play play-pause-icon-student-frames";
-                let pause_class = "fas fa-pause play-pause-icon-student-frames";
-
-
-                //retrieving the current icon class
-                let current_class = $(this).attr('class');
-
-
-                //assigning the correct class based on the icon clicked
-                let new_class = (current_class === play_class) ? pause_class : play_class;
-
-
-                //setting the new class
-                $(this).attr('class', new_class);
-
-                //extracting the title pf the clicked icon
-                let title_part = $(this).attr('id');
-                let title = title_part.split("_")[1];
-
-
-                //handling the slider
-                let slider = document.getElementById("slider_" + title);
-                let output = document.getElementById("demo_" + title);
-
-
-                //when the button is playing
-                if (current_class === play_class) {
-                    studentTimeVar = setInterval(() => {
-                        let value = slider.value;
-                        let new_slider_value = Number(value) + 1;
-                        slider.value = new_slider_value;
-                        output.innerHTML = new_slider_value.toString();
-
-
-                        let selectedImage = '#image_' + Number(value) + '_' + title;
-
-                        //displaying the relevant image
-                        $('#image_0_' + title).html($(selectedImage).html());
-
-                    }, 100);
-                }
-
-                //when the button is paused
-                else if (current_class === pause_class) {
-                    clearInterval(studentTimeVar);
-                }
-
-            });
-
-            //this is to handle the 'evaluate' button
-            $('#evaluate_button').click(function () {
-
-                //hide the message
-                $('#no_evaluated_student_content').attr('hidden', true);
-                //show the loader
-                $('#evaluate_student_loader').attr('hidden', false);
-
-
-                //using the fetch api
-                fetch('http://127.0.0.1:8000/get-lecture-emotion-student-evaluation/?video_name=' + global_video_name)
-                    .then((res) => res.json())
-                    .then((out) => evaluate_student(out))
-                    .catch((error) => alert('this is the error: ' + error))
-            });
-
-
-            //to create html for evaluate function
-            function evaluate_student(response) {
-
-                let htmlString = "";
-                //iterating through the student
-                response.people.map((student) => {
-
-                    let title = student.split('.')[0];
-                    let images = "";
-                    htmlString += "<div class='row p-3 student-evaluation-rows'>";
-
-                    let student_count = 0;
-
-                    //iterating through the frames
-                    response.response.map((frame) => {
-                        let frame_detections = frame.detections;
-                        let frame_detection_length = frame_detections.length;
-
-                        if (frame_detections.includes(student)) {
-
-
-                            if (student_count === 0) {
-                                images += "<li class='list-group-item frame-0' id='image_0_evaluation" + title + "'>";
-                            } else {
-                                images += "<li class='list-group-item other-student-frames' id='image_evaluation" + student_count + "_" + title + "' hidden>";
-                            }
-
-                            images += "<img src='{% static '' %}FirstApp/Activity/" + global_video_name + "/" + frame.frame + "/" + student + "' width='200' height='200'>";
-                            images += "</li>";
-
-                            if (student_count === (frame_detection_length)) {
-                                images += "<li class='list-group-item'>";
-                                images += "<button type='button' class='btn btn-dark individual-evaluation' id='evaluate_student_" + title + "'>evaluate</button>";
-                                images += "</li>";
-                            }
-
-
-                            //increment the student count
-                            student_count++;
-                        }
-                    });
-
-                    htmlString += "<ul class='list-group'>";
-                    htmlString += "<li class='list-group-item'>";
-                    htmlString += "<div class='row m-3'>";
-                    htmlString += "<h4 class='font-weight-bold'>Student ID: <span>" + title + "</span></h4>";
-                    htmlString += "</div>";
-                    htmlString += "</li>";
-                    {#htmlString += "<div class='row m-3'></div>";#}
-                    htmlString += "<li class='list-group-item'>";
-                    htmlString += "<div class='row'>";
-                    htmlString += "<ul class='list-group list-group-horizontal student_detection_lists' style='overflow-x: scroll'>";
-                    htmlString += images;
-                    htmlString += "</ul>";
-                    htmlString += "</div>";
-                    htmlString += "</li>";
-                    htmlString += "<li class='list-group-item'>";
-                    htmlString += "<div class='slidecontainer'>";
-                    htmlString += "<div class='row m-3'></div>";
-                    htmlString += "<div class='row'>";
-                    htmlString += "<span><i class='fas fa-play play-pause-icon-student-evaluations' id='icon_" + title + "'></i></span>";
-                    htmlString += "</div>";
-                    htmlString += "<input type='range' min='1' max='100' value='0' class='slider' id='slider_evaluation" + title + "'>";
-                    htmlString += "<p>No of frames: <span id='demo_evaluation" + title + "'></span></p>";
-                    htmlString += "</div>";
-                    htmlString += "</div>";
-                    htmlString += "</li>";
-                    htmlString += "</ul>";
-                });
-
-                //disappearing the loader
-                $('#evaluate_student_loader').attr('hidden', true);
-
-                //append to the relevant html card content
-                $('#evaluation_students').append(htmlString);
-
-
-            }
-
-
-            let studentEvaluationVar = null;
-
-            //playing the frames for each student evaluation
-            $(document).on('click', '.play-pause-icon-student-evaluations', function (e) {
-
-                //defining the two possible classes
-                let play_class = "fas fa-play play-pause-icon-student-evaluations";
-                let pause_class = "fas fa-pause play-pause-icon-student-evaluations";
-
-
-                //retrieving the current icon class
-                let current_class = $(this).attr('class');
-
-
-                //assigning the correct class based on the icon clicked
-                let new_class = (current_class === play_class) ? pause_class : play_class;
-
-
-                //setting the new class
-                $(this).attr('class', new_class);
-
-                //extracting the title pf the clicked icon
-                let title_part = $(this).attr('id');
-                let title = title_part.split("_")[1];
-
-
-                //handling the slider
-                let slider = document.getElementById("slider_evaluation" + title);
-                let output = document.getElementById("demo_evaluation" + title);
-
-
-                //when the button is playing
-                if (current_class === play_class) {
-                    studentEvaluationVar = setInterval(() => {
-                        let value = slider.value;
-                        let new_slider_value = Number(value) + 1;
-                        slider.value = new_slider_value;
-                        output.innerHTML = new_slider_value.toString();
-
-
-                        let selectedImage = '#image_evaluation' + Number(value) + '_' + title;
-
-                        //displaying the relevant image
-                        $('#image_0_evaluation' + title).html($(selectedImage).html());
-
-                    }, 100);
-                }
-
-                //when the button is paused
-                else if (current_class === pause_class) {
-                    clearInterval(studentEvaluationVar);
-                }
-
-            });
-
-
-            //to evaluate the individual student
-            $(document).on('click', '.individual-evaluation', function (e) {
-
-                let individual_id = $(this).attr('id');
-                let student_name = individual_id.split('_')[2];
-                student_name += ".png";
-                let html = $(this).html();
-
-                //after clicking, change the html
-                $(this).html("<span class='font-italic'>loading...</span>");
-
-
-                //fetching from the API
-                fetch('http://127.0.0.1:8000/get-lecture-emotion-individual-student-evaluation/?video_name=' + global_video_name + '&student_name=' + student_name)
-                    .then((res) => res.json())
-                    .then((out) => displayIndividualStudentEmotion(out.response, e, student_name))
-                    .catch((error) => alert('something went wrong'));
-
-                //after 5 seconds, replace with the original html
-
-                /*
-                setTimeout(() => {
-                    $(this).html(html);
-
-                    //open the student individual modal
-                    $('#student_individual_modal').modal();
-                }, 5000);
-                */
-
-            });
-
-
-            //this function will display the individual student emotions
-            function displayIndividualStudentEmotion(res, e, title) {
-
-                //set the percentage values
-                $('#happy_individual_perct').text(res.happy_perct + '%');
-                $('#sad_individual_perct').text(res.sad_perct + '%');
-                $('#anger_individual_perct').text(res.angry_perct + '%');
-                $('#surprise_individual_perct').text(res.surprise_perct + '%');
-                $('#neutral_individual_perct').text(res.neutral_perct + '%');
-
-                //set the width
-                $('#happy_individual_width').width(res.happy_perct + '%');
-                $('#sad_individual_width').width(res.sad_perct + '%');
-                $('#anger_individual_width').width(res.angry_perct + '%');
-                $('#surprise_individual_width').width(res.surprise_perct + '%');
-                $('#neutral_individual_width').width(res.neutral_perct + '%');
-
-                //open the student individual modal
-                $('#student_individual_modal').modal();
-
-                //set the button to default
-                e.target.innerHTML = "<span>evaluate</span>";
-
-            }
-
-
             //to handle the 'integrate' modal
-            $('#integrate_activity').click(function () {
+            $('#integrate_emotion').click(function () {
                 //define the student video src
                 let video_src = "{% static '' %}FirstApp/videos/" + global_video_name;
 
@@ -748,10 +248,9 @@
                 //fetch data from the API
 
                 fetch('http://127.0.0.1:8000/get-lecture-emotion-for-frame?video_name=' + global_video_name)
-                .then((res) => res.json())
-                .then((out) => displayEmotionRecognitionForFrame(out.response))
-                .catch((err) => alert('error: ' + err));
-
+                    .then((res) => res.json())
+                    .then((out) => displayEmotionRecognitionForFrame(out.response))
+                    .catch((err) => alert('error: ' + err));
 
 
             });
@@ -770,52 +269,52 @@
 
                 //creating the html string, iteratively
                 response.map((frame) => {
-                   let frame_name = frame.frame_name;
-                   let happy_perct = Math.round(frame.happy_perct, 0);
-                   let sad_perct = Math.round(frame.sad_perct, 0);
-                   let angry_perct = Math.round(frame.angry_perct, 0);
-                   let neutral_perct = Math.round(frame.neutral_perct, 0);
-                   let surprise_perct = Math.round(frame.surprise_perct, 0);
-
-                   //append to the html string
-                   //Happy
-                   htmlString += "<div class='progress_area' id='progress_" +frame_name+ "' hidden>";
-                   htmlString += "<h4 class='small font-weight-bold'>Happy</h4>";
-                   htmlString += "<span class='float-right' id='happy_instant_" +frame_name+ "'>" +happy_perct+ "%</span>";
-                   htmlString += "<div class='progress mb-4'>";
-                   htmlString += "<div class='progress-bar bg-warning' role='progressbar' id='phone_checking_instant_value_" +frame_name+ "' style='width: " +happy_perct+ "%' aria-valuenow='40' aria-valuemin='0' aria-valuemax='100'></div>";
-                   htmlString += "</div>";
-
-                   //Sad
-                   htmlString += "<h4 class='small font-weight-bold'>Sad</h4>";
-                   htmlString += "<span class='float-right' id='note_taking_instant_" +frame_name+ "'>" +sad_perct+ "%</span>";
-                   htmlString += "<div class='progress mb-4'>";
-                   htmlString += "<div class='progress-bar' role='progressbar' id='note_taking_instant_value_" +frame_name+ "' style='width: " +sad_perct+ "%' aria-valuenow='0' aria-valuemin='0' aria-valuemax='100'></div>";
-                   htmlString += "</div>";
-
-                   //Angry
-                   htmlString += "<h4 class='small font-weight-bold'>Angry</h4>";
-                   htmlString += "<span class='float-right' id='listening_instant_" +frame_name+ "'>" +angry_perct+ "%</span>";
-                   htmlString += "<div class='progress mb-4'>";
-                   htmlString += "<div class='progress-bar bg-info' role='progressbar' id='listening_instant_value_" +frame_name+ "' style='width: " +angry_perct+ "%' aria-valuenow='80' aria-valuemin='0' aria-valuemax='100'></div>";
-                   htmlString += "</div>";
-
-                   //Neutral
-                   htmlString += "<h4 class='small font-weight-bold'>Neutral</h4>";
-                   htmlString += "<span class='float-right' id='note_taking_instant_" +frame_name+ "'>" +neutral_perct+ "%</span>";
-                   htmlString += "<div class='progress mb-4'>";
-                   htmlString += "<div class='progress-bar' role='progressbar' id='note_taking_instant_value_" +frame_name+ "' style='width: " +neutral_perct+ "%' aria-valuenow='0' aria-valuemin='0' aria-valuemax='100'></div>";
-                   htmlString += "</div>";
-
-                   //Surprise
-                   htmlString += "<h4 class='small font-weight-bold'>Surprise</h4>";
-                   htmlString += "<span class='float-right' id='listening_instant_" +frame_name+ "'>" +surprise_perct+ "%</span>";
-                   htmlString += "<div class='progress mb-4'>";
-                   htmlString += "<div class='progress-bar bg-info' role='progressbar' id='listening_instant_value_" +frame_name+ "' style='width: " +surprise_perct+ "%' aria-valuenow='80' aria-valuemin='0' aria-valuemax='100'></div>";
-                   htmlString += "</div>";
-
-                   //ending the progress area
-                   htmlString += "</div>";
+                    let frame_name = frame.frame_name;
+                    let happy_perct = Math.round(frame.happy_perct, 0);
+                    let sad_perct = Math.round(frame.sad_perct, 0);
+                    let angry_perct = Math.round(frame.angry_perct, 0);
+                    let neutral_perct = Math.round(frame.neutral_perct, 0);
+                    let surprise_perct = Math.round(frame.surprise_perct, 0);
+
+                    //append to the html string
+                    //Happy
+                    htmlString += "<div class='progress_area' id='progress_" + frame_name + "' hidden>";
+                    htmlString += "<h4 class='small font-weight-bold'>Happy</h4>";
+                    htmlString += "<span class='float-right' id='happy_instant_" + frame_name + "'>" + happy_perct + "%</span>";
+                    htmlString += "<div class='progress mb-4'>";
+                    htmlString += "<div class='progress-bar bg-warning' role='progressbar' id='phone_checking_instant_value_" + frame_name + "' style='width: " + happy_perct + "%' aria-valuenow='40' aria-valuemin='0' aria-valuemax='100'></div>";
+                    htmlString += "</div>";
+
+                    //Sad
+                    htmlString += "<h4 class='small font-weight-bold'>Sad</h4>";
+                    htmlString += "<span class='float-right' id='note_taking_instant_" + frame_name + "'>" + sad_perct + "%</span>";
+                    htmlString += "<div class='progress mb-4'>";
+                    htmlString += "<div class='progress-bar' role='progressbar' id='note_taking_instant_value_" + frame_name + "' style='width: " + sad_perct + "%' aria-valuenow='0' aria-valuemin='0' aria-valuemax='100'></div>";
+                    htmlString += "</div>";
+
+                    //Angry
+                    htmlString += "<h4 class='small font-weight-bold'>Angry</h4>";
+                    htmlString += "<span class='float-right' id='listening_instant_" + frame_name + "'>" + angry_perct + "%</span>";
+                    htmlString += "<div class='progress mb-4'>";
+                    htmlString += "<div class='progress-bar bg-info' role='progressbar' id='listening_instant_value_" + frame_name + "' style='width: " + angry_perct + "%' aria-valuenow='80' aria-valuemin='0' aria-valuemax='100'></div>";
+                    htmlString += "</div>";
+
+                    //Neutral
+                    htmlString += "<h4 class='small font-weight-bold'>Neutral</h4>";
+                    htmlString += "<span class='float-right' id='note_taking_instant_" + frame_name + "'>" + neutral_perct + "%</span>";
+                    htmlString += "<div class='progress mb-4'>";
+                    htmlString += "<div class='progress-bar' role='progressbar' id='note_taking_instant_value_" + frame_name + "' style='width: " + neutral_perct + "%' aria-valuenow='0' aria-valuemin='0' aria-valuemax='100'></div>";
+                    htmlString += "</div>";
+
+                    //Surprise
+                    htmlString += "<h4 class='small font-weight-bold'>Surprise</h4>";
+                    htmlString += "<span class='float-right' id='listening_instant_" + frame_name + "'>" + surprise_perct + "%</span>";
+                    htmlString += "<div class='progress mb-4'>";
+                    htmlString += "<div class='progress-bar bg-info' role='progressbar' id='listening_instant_value_" + frame_name + "' style='width: " + surprise_perct + "%' aria-valuenow='80' aria-valuemin='0' aria-valuemax='100'></div>";
+                    htmlString += "</div>";
+
+                    //ending the progress area
+                    htmlString += "</div>";
 
                 });
 
@@ -1063,100 +562,90 @@
                                                 <!--temporary text -->
                                                 <span class="font-italic" id="temporary_text">Frame will be displayed here</span>
 
+
                                                 <!--loading buffer area-->
                                                 <div class="text-center" id="frame_loader" hidden>
                                                     <img src="{% static 'FirstApp/images/ajax-loader.gif' %}"
                                                          alt="Loader">
                                                 </div>
 
-                                                <!--frames -->.
-                                                <div class="text-center p-4" id="video_frames">
-                                                    <!-- slide container -->
-                                                    <div id="slidecontainer" hidden>
-                                                        <div class="row m-3"></div>
-                                                        <!-- play/pause icon -->
-                                                        <div class="row">
-                                                            <span><i class="fas fa-play"
-                                                                     id="play_pause_icon_activity"></i></span>
-                                                        </div>
-                                                        <input type="range" min="1" max="100" value="0" class="slider"
-                                                               id="myActivityRange">
-                                                        <p>No of frames: <span id="demo"></span></p>
+                                                <!--this area will display the progress bars -->
+                                                <div class="progress_area mt-4" hidden>
+                                                    <!--Happy -->
+                                                    <a href="#" class="btn btn-link labels" data-number="1"
+                                                       data-label="Happy">
+                                                        <h4 class="small font-weight-bold">Happy</h4>
+                                                    </a>
+                                                    <span class="float-right" id="happy_perct">40%</span>
+                                                    <div class="progress mb-4">
+                                                        <div class="progress-bar bg-danger" role="progressbar"
+                                                             id="happy_width"
+                                                             style="width: 20%"
+                                                             aria-valuenow="20" aria-valuemin="0"
+                                                             aria-valuemax="100"></div>
                                                     </div>
-                                                </div>
-                                            </div>
 
-                                            <!--this area will display the progress bars -->
-                                            <div class="progress_area" hidden>
-                                                <!--Happy -->
-                                                <a href="#" class="btn btn-link labels" data-number="1"
-                                                   data-label="Happy">
-                                                    <h4 class="small font-weight-bold">Happy</h4>
-                                                </a>
-                                                <span class="float-right" id="happy_perct">40%</span>
-                                                <div class="progress mb-4">
-                                                    <div class="progress-bar bg-danger" role="progressbar"
-                                                         id="happy_width"
-                                                         style="width: 20%"
-                                                         aria-valuenow="20" aria-valuemin="0" aria-valuemax="100"></div>
-                                                </div>
+                                                    <!--sad -->
+                                                    <a href="#" class="btn btn-link labels" data-number="0"
+                                                       data-label="sad">
+                                                        <h4 class="small font-weight-bold">Sad</h4>
+                                                    </a>
+                                                    <span class="float-right" id="sad_perct">45%</span>
+                                                    <div class="progress mb-4">
+                                                        <div class="progress-bar bg-warning" role="progressbar"
+                                                             id="sad_width"
+                                                             style="width: 40%"
+                                                             aria-valuenow="40" aria-valuemin="0"
+                                                             aria-valuemax="100"></div>
+                                                    </div>
 
-                                                <!--sad -->
-                                                <a href="#" class="btn btn-link labels" data-number="0"
-                                                   data-label="sad">
-                                                    <h4 class="small font-weight-bold">Sad</h4>
-                                                </a>
-                                                <span class="float-right" id="sad_perct">45%</span>
-                                                <div class="progress mb-4">
-                                                    <div class="progress-bar bg-warning" role="progressbar"
-                                                         id="sad_width"
-                                                         style="width: 40%"
-                                                         aria-valuenow="40" aria-valuemin="0" aria-valuemax="100"></div>
-                                                </div>
+                                                    <!--anger -->
+                                                    <a href="#" class="btn btn-link labels" data-number="2"
+                                                       data-label="anger">
+                                                        <h4 class="small font-weight-bold">Anger</h4>
+                                                    </a>
+                                                    <span class="float-right" id="anger_perct">50%</span>
+                                                    <div class="progress mb-4">
+                                                        <div class="progress-bar" role="progressbar" id="anger_width"
+                                                             style="width: 60%"
+                                                             aria-valuenow="60" aria-valuemin="0"
+                                                             aria-valuemax="100"></div>
+                                                    </div>
 
-                                                <!--anger -->
-                                                <a href="#" class="btn btn-link labels" data-number="2"
-                                                   data-label="anger">
-                                                    <h4 class="small font-weight-bold">Anger</h4>
-                                                </a>
-                                                <span class="float-right" id="anger_perct">50%</span>
-                                                <div class="progress mb-4">
-                                                    <div class="progress-bar" role="progressbar" id="anger_width"
-                                                         style="width: 60%"
-                                                         aria-valuenow="60" aria-valuemin="0" aria-valuemax="100"></div>
-                                                </div>
+                                                    <!--surprise-->
+                                                    <a href="#" class="btn btn-link labels" data-number="2"
+                                                       data-label="surprise">
+                                                        <h4 class="small font-weight-bold">Surprise</h4>
+                                                    </a>
+                                                    <span class="float-right" id="surprise_perct">60%</span>
+                                                    <div class="progress mb-4">
+                                                        <div class="progress-bar bg-info" role="progressbar"
+                                                             id="surprise_width" style="width: 80%"
+                                                             aria-valuenow="80" aria-valuemin="0"
+                                                             aria-valuemax="100"></div>
+                                                    </div>
+
+                                                    <!--neutral-->
+                                                    <a href="#" class="btn btn-link labels" data-number="2"
+                                                       data-label="neutral">
+                                                        <h4 class="small font-weight-bold">Neutral</h4>
+                                                    </a>
+                                                    <span class="float-right" id="neutral_perct">60%</span>
+                                                    <div class="progress mb-4">
+                                                        <div class="progress-bar bg-info" role="progressbar"
+                                                             id="neutral_width" style="width: 80%"
+                                                             aria-valuenow="80" aria-valuemin="0"
+                                                             aria-valuemax="100"></div>
+                                                    </div>
 
-                                                <!--surprise-->
-                                                <a href="#" class="btn btn-link labels" data-number="2"
-                                                   data-label="surprise">
-                                                    <h4 class="small font-weight-bold">Surprise</h4>
-                                                </a>
-                                                <span class="float-right" id="surprise_perct">60%</span>
-                                                <div class="progress mb-4">
-                                                    <div class="progress-bar bg-info" role="progressbar"
-                                                         id="surprise_width" style="width: 80%"
-                                                         aria-valuenow="80" aria-valuemin="0" aria-valuemax="100"></div>
-                                                </div>
 
-                                                <!--neutral-->
-                                                <a href="#" class="btn btn-link labels" data-number="2"
-                                                   data-label="neutral">
-                                                    <h4 class="small font-weight-bold">Neutral</h4>
-                                                </a>
-                                                <span class="float-right" id="neutral_perct">60%</span>
-                                                <div class="progress mb-4">
-                                                    <div class="progress-bar bg-info" role="progressbar"
-                                                         id="neutral_width" style="width: 80%"
-                                                         aria-valuenow="80" aria-valuemin="0" aria-valuemax="100"></div>
                                                 </div>
 
-{#                                                <!--evaluate button -->#}
-{#                                                <button type="button" class="btn btn-danger float-right"#}
-{#                                                        id="evaluate_button">Evaluate#}
-{#                                                </button>#}
+
 
                                             </div>
 
+
                                         </div>
 
                                         <!--graph tab -->
@@ -1214,63 +703,63 @@
 
 
                         <!--2nd column -->
-{#                        <div class="col-lg-6">#}
-{#                            <!--card content -->#}
-{#                            <div class="card shadow mb-4">#}
-{#                                <!--card header -->#}
-{#                                <div class="card-header py-3">#}
-{#                                    <h5 class="m-0 font-weight-bold text-primary">Frame Detections</h5>#}
-{#                                </div>#}
-{##}
-{#                                <!--card body -->#}
-{#                                <div class="text-center p-4" id="detection_frames">#}
-{##}
-{#                                    <!--no content message-->#}
-{#                                    <div class="text-center p-2" id="no_detection_message_content">#}
-{#                                        <span class="font-italic">No frame is selected</span>#}
-{#                                    </div>#}
-{##}
-{#                                    <div class="text-left m-3" id="detection_number_area" hidden>#}
-{#                                        <p>No of detections: <span id="no_of_detections"></span></p>#}
-{#                                    </div>#}
-{#                                    <!--the detection loader -->#}
-{#                                    <div class="text-center p-2" id="detection_loader" hidden>#}
-{#                                        <img src="{% static 'FirstApp/images/ajax-loader.gif' %}"#}
-{#                                             alt="Loader">#}
-{#                                    </div>#}
-{#                                </div>#}
-{#                            </div>#}
-{##}
-{#                            <!--detection person card -->#}
-{#                            <div class="card shadow mb-4">#}
-{#                                <!--card header -->#}
-{#                                <div class="card-header py-3">#}
-{#                                    <h5 class="m-0 font-weight-bold text-primary">Detected Students (by emotion#}
-{#                                        type)</h5>#}
-{#                                </div>#}
-{##}
-{#                                <!--card body -->#}
-{#                                <div class="text-center p-4" id="detection_students">#}
-{#                                    <!--activity type line -->#}
-{#                                    <div class="text-center p-2" id="activity_type" hidden>#}
-{#                                        <p>Activity Type: <span class="font-weight-bold" id="activity_type_text"></span>#}
-{#                                        </p>#}
-{#                                    </div>#}
-{##}
-{#                                    <!--no content message-->#}
-{#                                    <div class="text-center p-2" id="no_detection_student_content">#}
-{#                                        <span class="font-italic">No activity type is selected</span>#}
-{#                                    </div>#}
-{##}
-{#                                    <!--the detection student loader -->#}
-{#                                    <div class="text-center p-2" id="detection_student_loader" hidden>#}
-{#                                        <img src="{% static 'FirstApp/images/ajax-loader.gif' %}"#}
-{#                                             alt="Loader">#}
-{#                                    </div>#}
-{##}
-{#                                </div>#}
-{#                            </div>#}
-{#                        </div>#}
+                        {#                        <div class="col-lg-6">#}
+                        {#                            <!--card content -->#}
+                        {#                            <div class="card shadow mb-4">#}
+                        {#                                <!--card header -->#}
+                        {#                                <div class="card-header py-3">#}
+                        {#                                    <h5 class="m-0 font-weight-bold text-primary">Frame Detections</h5>#}
+                        {#                                </div>#}
+                        {##}
+                        {#                                <!--card body -->#}
+                        {#                                <div class="text-center p-4" id="detection_frames">#}
+                        {##}
+                        {#                                    <!--no content message-->#}
+                        {#                                    <div class="text-center p-2" id="no_detection_message_content">#}
+                        {#                                        <span class="font-italic">No frame is selected</span>#}
+                        {#                                    </div>#}
+                        {##}
+                        {#                                    <div class="text-left m-3" id="detection_number_area" hidden>#}
+                        {#                                        <p>No of detections: <span id="no_of_detections"></span></p>#}
+                        {#                                    </div>#}
+                        {#                                    <!--the detection loader -->#}
+                        {#                                    <div class="text-center p-2" id="detection_loader" hidden>#}
+                        {#                                        <img src="{% static 'FirstApp/images/ajax-loader.gif' %}"#}
+                        {#                                             alt="Loader">#}
+                        {#                                    </div>#}
+                        {#                                </div>#}
+                        {#                            </div>#}
+                        {##}
+                        {#                            <!--detection person card -->#}
+                        {#                            <div class="card shadow mb-4">#}
+                        {#                                <!--card header -->#}
+                        {#                                <div class="card-header py-3">#}
+                        {#                                    <h5 class="m-0 font-weight-bold text-primary">Detected Students (by emotion#}
+                        {#                                        type)</h5>#}
+                        {#                                </div>#}
+                        {##}
+                        {#                                <!--card body -->#}
+                        {#                                <div class="text-center p-4" id="detection_students">#}
+                        {#                                    <!--activity type line -->#}
+                        {#                                    <div class="text-center p-2" id="activity_type" hidden>#}
+                        {#                                        <p>Activity Type: <span class="font-weight-bold" id="activity_type_text"></span>#}
+                        {#                                        </p>#}
+                        {#                                    </div>#}
+                        {##}
+                        {#                                    <!--no content message-->#}
+                        {#                                    <div class="text-center p-2" id="no_detection_student_content">#}
+                        {#                                        <span class="font-italic">No activity type is selected</span>#}
+                        {#                                    </div>#}
+                        {##}
+                        {#                                    <!--the detection student loader -->#}
+                        {#                                    <div class="text-center p-2" id="detection_student_loader" hidden>#}
+                        {#                                        <img src="{% static 'FirstApp/images/ajax-loader.gif' %}"#}
+                        {#                                             alt="Loader">#}
+                        {#                                    </div>#}
+                        {##}
+                        {#                                </div>#}
+                        {#                            </div>#}
+                        {#                        </div>#}
 
 
                     </div>
@@ -1280,36 +769,36 @@
                     <div class="row p-2">
 
                         <!--1st column -->
-{#                        <div class="col-lg-6">#}
-{#                            <!--card -->#}
-{#                            <div class="card shadow mb-4">#}
-{#                                <!--card header -->#}
-{#                                <div class="card-header">#}
-{#                                    <h5 class="m-0 font-weight-bold text-primary">Evaluated Students</h5>#}
-{#                                </div>#}
-{##}
-{#                                <!--card body -->#}
-{#                                <div class="card-body" id="evaluation_students">#}
-{##}
-{#                                    <!--no content message-->#}
-{#                                    <div class="text-center p-2" id="no_evaluated_student_content">#}
-{#                                        <span class="font-italic">Press 'Evaluate' button to evaluate students</span>#}
-{#                                    </div>#}
-{##}
-{#                                    <!--the detection student loader -->#}
-{#                                    <div class="text-center p-2" id="evaluate_student_loader" hidden>#}
-{#                                        <img src="{% static 'FirstApp/images/ajax-loader.gif' %}"#}
-{#                                             alt="Loader">#}
-{#                                    </div>#}
-{#                                    <!--end of student detection loader -->#}
-{##}
-{##}
-{#                                </div>#}
-{##}
-{#                            </div>#}
-{##}
-{##}
-{#                        </div>#}
+                        {#                        <div class="col-lg-6">#}
+                        {#                            <!--card -->#}
+                        {#                            <div class="card shadow mb-4">#}
+                        {#                                <!--card header -->#}
+                        {#                                <div class="card-header">#}
+                        {#                                    <h5 class="m-0 font-weight-bold text-primary">Evaluated Students</h5>#}
+                        {#                                </div>#}
+                        {##}
+                        {#                                <!--card body -->#}
+                        {#                                <div class="card-body" id="evaluation_students">#}
+                        {##}
+                        {#                                    <!--no content message-->#}
+                        {#                                    <div class="text-center p-2" id="no_evaluated_student_content">#}
+                        {#                                        <span class="font-italic">Press 'Evaluate' button to evaluate students</span>#}
+                        {#                                    </div>#}
+                        {##}
+                        {#                                    <!--the detection student loader -->#}
+                        {#                                    <div class="text-center p-2" id="evaluate_student_loader" hidden>#}
+                        {#                                        <img src="{% static 'FirstApp/images/ajax-loader.gif' %}"#}
+                        {#                                             alt="Loader">#}
+                        {#                                    </div>#}
+                        {#                                    <!--end of student detection loader -->#}
+                        {##}
+                        {##}
+                        {#                                </div>#}
+                        {##}
+                        {#                            </div>#}
+                        {##}
+                        {##}
+                        {#                        </div>#}
                         <!--end of 1st column -->
 
 
@@ -1330,7 +819,7 @@
 
                                     <!--button -->
                                     <div class="text-right m-4">
-                                        <button type="button" class="btn btn-outline-success" id="integrate_activity">
+                                        <button type="button" class="btn btn-outline-success" id="integrate_emotion">
                                             Process
                                         </button>
                                     </div>
@@ -1529,7 +1018,7 @@
                                     <div class="progress mb-4">
                                         <div class="progress-bar bg-danger" role="progressbar"
                                              id="happy_instant_value"
-{#                                             style="width: 0%"#}
+                                                {#                                             style="width: 0%"#}
                                              aria-valuenow="20" aria-valuemin="0" aria-valuemax="100"></div>
                                     </div>
 
@@ -1540,7 +1029,7 @@
                                     <div class="progress mb-4">
                                         <div class="progress-bar bg-warning" role="progressbar"
                                              id="sad_instant_value"
-{#                                             style="width: 0%"#}
+                                                {#                                             style="width: 0%"#}
                                              aria-valuenow="40" aria-valuemin="0" aria-valuemax="100"></div>
                                     </div>
 
@@ -1551,7 +1040,7 @@
                                     <div class="progress mb-4">
                                         <div class="progress-bar" role="progressbar"
                                              id="angry_instant_value"
-{#                                             style="width: 0%"#}
+                                                {#                                             style="width: 0%"#}
                                              aria-valuenow="60" aria-valuemin="0" aria-valuemax="100"></div>
                                     </div>
 
@@ -1562,19 +1051,19 @@
                                     <div class="progress mb-4">
                                         <div class="progress-bar bg-info" role="progressbar"
                                              id="neutral_instant_value"
-{#                                             style="width: 80%"#}
+                                                {#                                             style="width: 80%"#}
                                              aria-valuenow="80" aria-valuemin="0" aria-valuemax="100"></div>
                                     </div>
 
 
-                                     <!-- Surprise-->
+                                    <!-- Surprise-->
 
                                     <h4 class="small font-weight-bold">Surprise</h4>
                                     <span class="float-right" id="surprise_instant">0%</span>
                                     <div class="progress mb-4">
                                         <div class="progress-bar bg-info" role="progressbar"
                                              id="surprise_instant_value"
-{#                                             style="width: 80%"#}
+                                                {#                                             style="width: 80%"#}
                                              aria-valuenow="80" aria-valuemin="0" aria-valuemax="100"></div>
                                     </div>
 

FirstApp/templates/FirstApp/gaze.html

@@ -169,13 +169,14 @@
                 fetch('http://127.0.0.1:8000/get-lecture-gaze-estimation/?lecture_video_id=' + global_lecture_video_id + '&lecture_video_name=' + global_video_name)
                     .then((res) => res.json())
                     .then((out) => {
-                        let frames = createFrames(out);
-                        return frames
+                        {#let frames = createFrames(out);#}
+                        {#return frames#}
+                        displayGazeEstimation(out)
                     })
                     .then((obj) => {
-                        $('#video_frames').prepend(obj);
+                        {#$('#video_frames').prepend(obj);#}
                         $('#frame_loader').attr('hidden', true);
-                        $('#slidecontainer').attr('hidden', false);
+                        {#$('#slidecontainer').attr('hidden', false);#}
                     })
                     .catch((error) => alert('this is the error: ' + error));
             });
@@ -231,47 +232,8 @@
             }
 
 
-            //this section is responsible for displaying the frames as  video
-            //creating the frame content
-            function createFrames(res) {
-                let main_frame_content = "<div class='row' id='main_frames'>";
-                main_frame_content += "<ul class='list-group list-group-horizontal'>";
-                let count = 0;
-                //loop through the frames
-                res.extracted.map((image) => {
-                    let img_src = "";
-
-
-                    if (count === 0) {
-                        main_frame_content += "<li class='list-group-item text-center' id='image_0'>";
-                        img_src = "<img src='{% static '' %}FirstApp/gaze/" + global_video_name + "/" + res.extracted[0] + "' width='400' height='400'>";
-                    } else {
-                        main_frame_content += "<li class='list-group-item other-frames' id='image_" + count + "' hidden>";
-                        img_src = "<img src='{% static '' %}FirstApp/gaze/" + global_video_name + "/" + image + "' class='img-link' width='400' height='400'>";
-                    }
-
-
-                    main_frame_content += img_src;
-                    main_frame_content += "</li>";
-                    count++;
-                });
-
-                main_frame_content += "</ul>";
-                main_frame_content += "</div>";
-
-
-                //setting the min, max values of the slider
-                $('#myActivityRange').attr({'min': 0, 'max': count});
-
-                //display the progress bars
-                displayGazeEstimation(res);
-
-                return main_frame_content;
-            }
-
-
             //to handle the 'integrate' modal
-            $('#integrate_activity').click(function () {
+            $('#integrate_gaze').click(function () {
                 //define the student video src
                 let video_src = "{% static '' %}FirstApp/videos/" + global_video_name;
 
@@ -283,9 +245,9 @@
 
                 //fetch data from the API
                 fetch('http://127.0.0.1:8000/get-lecture-gaze-estimation-for-frame/?video_name=' + global_video_name)
-                .then((res) => res.json())
-                .then((out) => displayGazeEstimationForFrame(out.response))
-                .catch((err) => alert('error: ' + err));
+                    .then((res) => res.json())
+                    .then((out) => displayGazeEstimationForFrame(out.response))
+                    .catch((err) => alert('error: ' + err));
 
             });
 
@@ -303,54 +265,53 @@
 
                 //creating the html string, iteratively
                 response.map((frame) => {
-                   let frame_name = frame.frame_name;
-                   let look_up_right = Math.round(frame.upright_perct, 0);
-                   let look_up_left = Math.round(frame.upleft_perct, 0);
-                   let look_down_right = Math.round(frame.downright_perct, 0);
-                   let look_down_left = Math.round(frame.downleft_perct, 0);
-                   let look_front = Math.round(frame.front_perct, 0);
-
-                   //append to the html string
-                   //looking up and right
-                   htmlString += "<div class='progress_area' id='progress_" +frame_name+ "' hidden>";
-                   htmlString += "<h4 class='small font-weight-bold'>Looking up and right</h4>";
-                   htmlString += "<span class='float-right' id='look_up_right_instant_" +frame_name+ "'>" +look_up_right+ "%</span>";
-                   htmlString += "<div class='progress mb-4'>";
-                   htmlString += "<div class='progress-bar bg-warning' role='progressbar' id='look_up_right_instant_value_" +frame_name+ "' style='width: " +look_up_right+ "%' aria-valuenow='40' aria-valuemin='0' aria-valuemax='100'></div>";
-                   htmlString += "</div>";
-
-                   //looking up and left
-                   htmlString += "<h4 class='small font-weight-bold'>Looking up and left</h4>";
-                   htmlString += "<span class='float-right' id='look_up_left_instant_" +frame_name+ "'>" +look_up_left+ "%</span>";
-                   htmlString += "<div class='progress mb-4'>";
-                   htmlString += "<div class='progress-bar' role='progressbar' id='look_up_left_instant_value_" +frame_name+ "' style='width: " +look_up_left+ "%' aria-valuenow='0' aria-valuemin='0' aria-valuemax='100'></div>";
-                   htmlString += "</div>";
-
-                   //looking down and right
-                   htmlString += "<h4 class='small font-weight-bold'>Looking down and right</h4>";
-                   htmlString += "<span class='float-right' id='look_down_right_instant_" +frame_name+ "'>" +look_down_right+ "%</span>";
-                   htmlString += "<div class='progress mb-4'>";
-                   htmlString += "<div class='progress-bar bg-info' role='progressbar' id='look_down_right_instant_value_" +frame_name+ "' style='width: " +look_down_right+ "%' aria-valuenow='80' aria-valuemin='0' aria-valuemax='100'></div>";
-                   htmlString += "</div>";
-
-                   //looking down and left
-                   htmlString += "<h4 class='small font-weight-bold'>Looking down and left</h4>";
-                   htmlString += "<span class='float-right' id='look_down_left_instant_" +frame_name+ "'>" +look_down_left+ "%</span>";
-                   htmlString += "<div class='progress mb-4'>";
-                   htmlString += "<div class='progress-bar bg-info' role='progressbar' id='look_down_left_instant_value_" +frame_name+ "' style='width: " +look_down_left+ "%' aria-valuenow='80' aria-valuemin='0' aria-valuemax='100'></div>";
-                   htmlString += "</div>";
-
-                   //looking front
-                   htmlString += "<h4 class='small font-weight-bold'>Looking front</h4>";
-                   htmlString += "<span class='float-right' id='look_front_instant_" +frame_name+ "'>" +look_front+ "%</span>";
-                   htmlString += "<div class='progress mb-4'>";
-                   htmlString += "<div class='progress-bar bg-info' role='progressbar' id='look_front_instant_value_" +frame_name+ "' style='width: " +look_front+ "%' aria-valuenow='80' aria-valuemin='0' aria-valuemax='100'></div>";
-                   htmlString += "</div>";
-
-
-
-                   //ending the progress area
-                   htmlString += "</div>";
+                    let frame_name = frame.frame_name;
+                    let look_up_right = Math.round(frame.upright_perct, 0);
+                    let look_up_left = Math.round(frame.upleft_perct, 0);
+                    let look_down_right = Math.round(frame.downright_perct, 0);
+                    let look_down_left = Math.round(frame.downleft_perct, 0);
+                    let look_front = Math.round(frame.front_perct, 0);
+
+                    //append to the html string
+                    //looking up and right
+                    htmlString += "<div class='progress_area' id='progress_" + frame_name + "' hidden>";
+                    htmlString += "<h4 class='small font-weight-bold'>Looking up and right</h4>";
+                    htmlString += "<span class='float-right' id='look_up_right_instant_" + frame_name + "'>" + look_up_right + "%</span>";
+                    htmlString += "<div class='progress mb-4'>";
+                    htmlString += "<div class='progress-bar bg-warning' role='progressbar' id='look_up_right_instant_value_" + frame_name + "' style='width: " + look_up_right + "%' aria-valuenow='40' aria-valuemin='0' aria-valuemax='100'></div>";
+                    htmlString += "</div>";
+
+                    //looking up and left
+                    htmlString += "<h4 class='small font-weight-bold'>Looking up and left</h4>";
+                    htmlString += "<span class='float-right' id='look_up_left_instant_" + frame_name + "'>" + look_up_left + "%</span>";
+                    htmlString += "<div class='progress mb-4'>";
+                    htmlString += "<div class='progress-bar' role='progressbar' id='look_up_left_instant_value_" + frame_name + "' style='width: " + look_up_left + "%' aria-valuenow='0' aria-valuemin='0' aria-valuemax='100'></div>";
+                    htmlString += "</div>";
+
+                    //looking down and right
+                    htmlString += "<h4 class='small font-weight-bold'>Looking down and right</h4>";
+                    htmlString += "<span class='float-right' id='look_down_right_instant_" + frame_name + "'>" + look_down_right + "%</span>";
+                    htmlString += "<div class='progress mb-4'>";
+                    htmlString += "<div class='progress-bar bg-info' role='progressbar' id='look_down_right_instant_value_" + frame_name + "' style='width: " + look_down_right + "%' aria-valuenow='80' aria-valuemin='0' aria-valuemax='100'></div>";
+                    htmlString += "</div>";
+
+                    //looking down and left
+                    htmlString += "<h4 class='small font-weight-bold'>Looking down and left</h4>";
+                    htmlString += "<span class='float-right' id='look_down_left_instant_" + frame_name + "'>" + look_down_left + "%</span>";
+                    htmlString += "<div class='progress mb-4'>";
+                    htmlString += "<div class='progress-bar bg-info' role='progressbar' id='look_down_left_instant_value_" + frame_name + "' style='width: " + look_down_left + "%' aria-valuenow='80' aria-valuemin='0' aria-valuemax='100'></div>";
+                    htmlString += "</div>";
+
+                    //looking front
+                    htmlString += "<h4 class='small font-weight-bold'>Looking front</h4>";
+                    htmlString += "<span class='float-right' id='look_front_instant_" + frame_name + "'>" + look_front + "%</span>";
+                    htmlString += "<div class='progress mb-4'>";
+                    htmlString += "<div class='progress-bar bg-info' role='progressbar' id='look_front_instant_value_" + frame_name + "' style='width: " + look_front + "%' aria-valuenow='80' aria-valuemin='0' aria-valuemax='100'></div>";
+                    htmlString += "</div>";
+
+
+                    //ending the progress area
+                    htmlString += "</div>";
 
                 });
 
@@ -393,7 +354,7 @@
                     //increment the count
                     count++;
 
-                     //setting the values
+                    //setting the values
 
                     {#$('#looking_up_right_instant_perct').text(talking_number + '%');#}
                     {#$('#looking_up_left_instant_perct').text(phone_number + '%');#}
@@ -434,254 +395,6 @@
             });
 
 
-            //declaring the variable for setInterval function
-            let timeVar = null;
-
-            //handling the play button
-            $('#play_pause_icon_activity').click(function () {
-                //defining the two possible classes
-                let play_class = "fas fa-play";
-                let pause_class = "fas fa-pause";
-
-
-                //retrieving the current icon class
-                let current_class = $(this).attr('class');
-
-                //assigning the correct class based on the icon clicked
-                let new_class = (current_class === play_class) ? pause_class : play_class;
-
-                //setting the new class
-                $(this).attr('class', new_class);
-
-                //handling the slider
-                let slider = document.getElementById("myActivityRange");
-                let output = document.getElementById("demo");
-
-                //when the button is playing
-                if (current_class === play_class) {
-                    timeVar = setInterval(() => {
-                        let value = slider.value;
-                        let new_slider_value = Number(value) + 1;
-                        slider.value = new_slider_value;
-                        output.innerHTML = new_slider_value.toString();
-
-
-                        let selectedImage = '#image_' + Number(value);
-
-                        //displaying the relevant image
-                        $('#image_0').html($(selectedImage).html());
-
-                    }, 100);
-                }
-                //when the button is paused
-                else if (current_class === pause_class) {
-                    clearInterval(timeVar);
-                }
-
-
-            });
-
-
-            //handling the slider
-            let slider = document.getElementById("myActivityRange");
-            let output = document.getElementById("demo");
-            output.innerHTML = slider.value;
-
-            slider.oninput = function () {
-                output.innerHTML = this.value;
-                let selectedImage = '#image_' + Number(this.value);
-
-                //hide
-                {#$('#image_0').attr('hidden', true);#}
-                $('#image_0').html($(selectedImage).html());
-
-                //setting the selected image
-                {#$(selectedImage).attr('hidden', false);#}
-
-
-            };
-
-            $(document).on('click', '.img-link', function (e) {
-
-                //removing previously displayed detections
-                $('.detections').remove();
-
-                //removing the no-content message
-                $('#no_detection_message_content').hide();
-
-                //appearing the loader
-                $('#detection_loader').attr('hidden', false);
-
-                let img_src_arr = e.target.src.split('/');
-                let len = img_src_arr.length;
-                let src = img_src_arr[len - 1];
-                let frame_name_arr = src.split('.');
-                let frame_name = frame_name_arr[0];
-
-                //fetching the detection for the selected frame
-                fetch('http://127.0.0.1:8000/get-lecture-activity-frame-detection/?video_name=' + global_video_name + "&frame_name=" + frame_name)
-                    .then((res) => res.json())
-                    .then((out) => displayDetections(out.detections, frame_name))
-                    .catch((error) => alert('this is an error'));
-
-            });
-
-            //the function to display detections
-            function displayDetections(detections, frame_name) {
-                let img_string = '';
-                let no_of_detections = detections.length;
-
-                //disabling the loader
-                $('#detection_loader').attr('hidden', true);
-
-                //appearing the no of detections number area
-                $('#detection_number_area').attr('hidden', false);
-                $('#no_of_detections').text(no_of_detections);
-
-                detections.map((detection) => {
-                    img_string += "<img src='{% static '' %}FirstApp/activity/" + global_video_name + "/" + frame_name + "/" + detection + "' class='detections m-2' width='100' height='100' >"
-                });
-
-                $('#detection_frames').prepend(img_string);
-
-            }
-
-
-            //listening for click events in labels
-            $('.labels').click(function () {
-
-                let label = Number($(this).attr('data-number'));
-
-                //removing the previous student detection lists
-                $('.student_detection_lists').remove();
-
-                //appearing the loader
-                $('#detection_student_loader').attr('hidden', false);
-                //disappearing the no content message
-                $('#no_detection_student_content').attr('hidden', true);
-
-                //fetching from the api
-                fetch('http://127.0.0.1:8000/get-lecture-activity-detection-for-label/?video_name=' + global_video_name + '&label=' + label)
-                    .then((res) => res.json())
-                    .then((out) => createDetectedStudentFrames(out))
-                    .catch((error) => alert('this is the error: ' + error))
-            });
-
-
-            //creating the detected students frames
-            function createDetectedStudentFrames(detections) {
-
-                let htmlString = "";
-                //iterating through the student
-                detections.people.map((student) => {
-
-                    let title = student.split('.')[0];
-                    let images = "";
-                    htmlString += "<div class='row p-3 student-detection-rows'>";
-
-                    let student_count = 0;
-
-                    //iterating through the frames
-                    detections.response.map((frame) => {
-                        let frame_detections = frame.detections;
-
-                        if (frame_detections.includes(student)) {
-
-
-                            if (student_count === 0) {
-                                images += "<li class='list-group-item frame-0' id='image_0_" + title + "'>";
-                            } else {
-                                images += "<li class='list-group-item other-student-frames' id='image_" + student_count + "_" + title + "' hidden>";
-                            }
-
-                            images += "<img src='{% static '' %}FirstApp/Activity/" + global_video_name + "/" + frame.frame + "/" + student + "' width='200' height='200'>";
-                            images += "</li>";
-
-                            //increment the student count
-                            student_count++;
-                        }
-                    });
-
-                    htmlString += "<h6 class='font-italic'>" + title + "</h6>";
-                    htmlString += "<ul class='list-group list-group-horizontal student_detection_lists' style='overflow-x: scroll'>";
-                    htmlString += images;
-                    htmlString += "</ul>";
-                    htmlString += "<div class='slidecontainer'>";
-                    htmlString += "<div class='row m-3'></div>";
-                    htmlString += "<div class='row'>";
-                    htmlString += "<span><i class='fas fa-play play-pause-icon-student-frames' id='icon_" + title + "'></i></span>";
-                    htmlString += "</div>";
-                    htmlString += "<input type='range' min='1' max='100' value='0' class='slider' id='slider_" + title + "'>";
-                    htmlString += "<p>No of frames: <span id='demo_" + title + "'></span></p>";
-                    htmlString += "</div>";
-                    htmlString += "</div>";
-                });
-
-                //disappearing the loader
-                $('#detection_student_loader').attr('hidden', true);
-
-                //append to the relevant html card content
-                $('#detection_students').append(htmlString);
-
-            }
-
-
-            let studentTimeVar = null;
-
-            //playing the frames for each student detection
-            $(document).on('click', '.play-pause-icon-student-frames', function (e) {
-
-                //defining the two possible classes
-                let play_class = "fas fa-play play-pause-icon-student-frames";
-                let pause_class = "fas fa-pause play-pause-icon-student-frames";
-
-
-                //retrieving the current icon class
-                let current_class = $(this).attr('class');
-
-
-                //assigning the correct class based on the icon clicked
-                let new_class = (current_class === play_class) ? pause_class : play_class;
-
-
-                //setting the new class
-                $(this).attr('class', new_class);
-
-                //extracting the title pf the clicked icon
-                let title_part = $(this).attr('id');
-                let title = title_part.split("_")[1];
-
-
-                //handling the slider
-                let slider = document.getElementById("slider_" + title);
-                let output = document.getElementById("demo_" + title);
-
-
-                //when the button is playing
-                if (current_class === play_class) {
-                    studentTimeVar = setInterval(() => {
-                        let value = slider.value;
-                        let new_slider_value = Number(value) + 1;
-                        slider.value = new_slider_value;
-                        output.innerHTML = new_slider_value.toString();
-
-
-                        let selectedImage = '#image_' + Number(value) + '_' + title;
-
-                        //displaying the relevant image
-                        $('#image_0_' + title).html($(selectedImage).html());
-
-                    }, 100);
-                }
-
-                //when the button is paused
-                else if (current_class === pause_class) {
-                    clearInterval(studentTimeVar);
-                }
-
-            })
-
-
         });
 
     </script>
@@ -854,85 +567,77 @@
                                                          alt="Loader">
                                                 </div>
 
-                                                <!--frames -->.
-                                                <div class="text-center p-4" id="video_frames">
-                                                    <!-- slide container -->
-                                                    <div id="slidecontainer" hidden>
-                                                        <div class="row m-3"></div>
-                                                        <!-- play/pause icon -->
-                                                        <div class="row">
-                                                            <span><i class="fas fa-play"
-                                                                     id="play_pause_icon_activity"></i></span>
-                                                        </div>
-                                                        <input type="range" min="1" max="100" value="0" class="slider"
-                                                               id="myActivityRange">
-                                                        <p>No of frames: <span id="demo"></span></p>
+
+                                                <!--this area will display the progress bars -->
+                                                <div class="progress_area" hidden>
+                                                    <!--Looking up and right -->
+                                                    <a href="#" class="btn btn-link labels" data-number="1">
+                                                        <h4 class="small font-weight-bold">Looking up and right</h4>
+                                                    </a>
+                                                    <span class="float-right" id="looking_up_right_perct">40%</span>
+                                                    <div class="progress mb-4">
+                                                        <div class="progress-bar bg-danger" role="progressbar"
+                                                             id="looking_up_right_width"
+                                                             style="width: 20%"
+                                                             aria-valuenow="20" aria-valuemin="0"
+                                                             aria-valuemax="100"></div>
                                                     </div>
-                                                </div>
-                                            </div>
 
-                                            <!--this area will display the progress bars -->
-                                            <div class="progress_area" hidden>
-                                                <!--Looking up and right -->
-                                                <a href="#" class="btn btn-link labels" data-number="1">
-                                                    <h4 class="small font-weight-bold">Looking up and right</h4>
-                                                </a>
-                                                <span class="float-right" id="looking_up_right_perct">40%</span>
-                                                <div class="progress mb-4">
-                                                    <div class="progress-bar bg-danger" role="progressbar"
-                                                         id="looking_up_right_width"
-                                                         style="width: 20%"
-                                                         aria-valuenow="20" aria-valuemin="0" aria-valuemax="100"></div>
-                                                </div>
+                                                    <!--looking up and left -->
+                                                    <a href="#" class="btn btn-link labels" data-number="0">
+                                                        <h4 class="small font-weight-bold">Looking up and left</h4>
+                                                    </a>
+                                                    <span class="float-right" id="looking_up_left_perct">45%</span>
+                                                    <div class="progress mb-4">
+                                                        <div class="progress-bar bg-warning" role="progressbar"
+                                                             id="looking_up_left_width"
+                                                             style="width: 40%"
+                                                             aria-valuenow="40" aria-valuemin="0"
+                                                             aria-valuemax="100"></div>
+                                                    </div>
 
-                                                <!--looking up and left -->
-                                                <a href="#" class="btn btn-link labels" data-number="0">
-                                                    <h4 class="small font-weight-bold">Looking up and left</h4>
-                                                </a>
-                                                <span class="float-right" id="looking_up_left_perct">45%</span>
-                                                <div class="progress mb-4">
-                                                    <div class="progress-bar bg-warning" role="progressbar"
-                                                         id="looking_up_left_width"
-                                                         style="width: 40%"
-                                                         aria-valuenow="40" aria-valuemin="0" aria-valuemax="100"></div>
-                                                </div>
+                                                    <!--looking down and right -->
+                                                    <a href="#" class="btn btn-link labels" data-number="2">
+                                                        <h4 class="small font-weight-bold">Looking down and right</h4>
+                                                    </a>
+                                                    <span class="float-right" id="looking_down_right_perct">50%</span>
+                                                    <div class="progress mb-4">
+                                                        <div class="progress-bar" role="progressbar"
+                                                             id="looking_down_right_width"
+                                                             style="width: 60%"
+                                                             aria-valuenow="60" aria-valuemin="0"
+                                                             aria-valuemax="100"></div>
+                                                    </div>
 
-                                                <!--looking down and right -->
-                                                <a href="#" class="btn btn-link labels" data-number="2">
-                                                    <h4 class="small font-weight-bold">Looking down and right</h4>
-                                                </a>
-                                                <span class="float-right" id="looking_down_right_perct">50%</span>
-                                                <div class="progress mb-4">
-                                                    <div class="progress-bar" role="progressbar"
-                                                         id="looking_down_right_width"
-                                                         style="width: 60%"
-                                                         aria-valuenow="60" aria-valuemin="0" aria-valuemax="100"></div>
-                                                </div>
+                                                    <!--Looking down and left-->
+                                                    <a href="#" class="btn btn-link labels">
+                                                        <h4 class="small font-weight-bold">Looking down and left</h4>
+                                                    </a>
+                                                    <span class="float-right" id="looking_down_left_perct">60%</span>
+                                                    <div class="progress mb-4">
+                                                        <div class="progress-bar bg-info" role="progressbar"
+                                                             id="looking_down_left_width" style="width: 80%"
+                                                             aria-valuenow="80" aria-valuemin="0"
+                                                             aria-valuemax="100"></div>
+                                                    </div>
 
-                                                <!--Looking down and left-->
-                                                <a href="#" class="btn btn-link labels">
-                                                    <h4 class="small font-weight-bold">Looking down and left</h4>
-                                                </a>
-                                                <span class="float-right" id="looking_down_left_perct">60%</span>
-                                                <div class="progress mb-4">
-                                                    <div class="progress-bar bg-info" role="progressbar"
-                                                         id="looking_down_left_width" style="width: 80%"
-                                                         aria-valuenow="80" aria-valuemin="0" aria-valuemax="100"></div>
-                                                </div>
+                                                    <!--Looking front-->
+                                                    <a href="#" class="btn btn-link labels">
+                                                        <h4 class="small font-weight-bold">Looking Front</h4>
+                                                    </a>
+                                                    <span class="float-right" id="looking_front_perct">60%</span>
+                                                    <div class="progress mb-4">
+                                                        <div class="progress-bar bg-gradient-dark" role="progressbar"
+                                                             id="looking_front_width" style="width: 80%"
+                                                             aria-valuenow="80" aria-valuemin="0"
+                                                             aria-valuemax="100"></div>
+                                                    </div>
 
-                                                <!--Looking front-->
-                                                <a href="#" class="btn btn-link labels">
-                                                    <h4 class="small font-weight-bold">Looking Front</h4>
-                                                </a>
-                                                <span class="float-right" id="looking_front_perct">60%</span>
-                                                <div class="progress mb-4">
-                                                    <div class="progress-bar bg-info" role="progressbar"
-                                                         id="looking_front_width" style="width: 80%"
-                                                         aria-valuenow="80" aria-valuemin="0" aria-valuemax="100"></div>
                                                 </div>
+                                                <!-- end of progress area -->
 
                                             </div>
-                                            <!-- end of progress area -->
+
 
                                         </div>
 
@@ -1007,10 +712,11 @@
 
                                     <!--button -->
                                     <div class="text-right m-4">
-                                        <button type="button" class="btn btn-outline-success" id="integrate_activity">
+                                        <button type="button" class="btn btn-outline-success" id="integrate_gaze">
                                             Process
                                         </button>
                                     </div>
+
                                 </div>
                             </div>
                         </div>
@@ -1164,7 +870,8 @@
                                     </a>
                                     <span class="float-right" id="looking_down_right_instant_perct">50%</span>
                                     <div class="progress mb-4">
-                                        <div class="progress-bar" role="progressbar" id="looking_down_right_instant_width"
+                                        <div class="progress-bar" role="progressbar"
+                                             id="looking_down_right_instant_width"
                                              style="width: 60%"
                                              aria-valuenow="60" aria-valuemin="0" aria-valuemax="100"></div>
                                     </div>
@@ -1210,11 +917,11 @@
                                     </div>
 
 
-{#                                    <video width="500" height="300" id="lecturer_video" controls>#}
-{#                                        <source src="#"#}
-{#                                                type="video/mp4">#}
-{#                                        Your browser does not support the video tag.#}
-{#                                    </video>#}
+                                    {#                                    <video width="500" height="300" id="lecturer_video" controls>#}
+                                    {#                                        <source src="#"#}
+                                    {#                                                type="video/mp4">#}
+                                    {#                                        Your browser does not support the video tag.#}
+                                    {#                                    </video>#}
 
                                 </div>
                                 <!--end of lecture video section -->

FirstApp/templates/FirstApp/template.html

@@ -66,6 +66,8 @@
         Interface
       </div>
 
+      {% if request.session.user_type == "Lecturer" %}
+
       <!-- Nav Item - Pages Collapse Menu -->
       <li class="nav-item">
         <a class="nav-link collapsed" href="#" data-toggle="collapse" data-target="#collapseTwo" aria-expanded="true" aria-controls="collapseTwo">
@@ -83,6 +85,7 @@
         </div>
       </li>
 
+
       <!-- Nav Item - Pages Collapse Menu -->
       <li class="nav-item">
         <a class="nav-link collapsed" href="#" data-toggle="collapse" data-target="#collapseThree" aria-expanded="true" aria-controls="collapseThree">
@@ -97,6 +100,8 @@
         </div>
       </li>
 
+
+
       <li class="nav-item">
         <a class="nav-link collapsed" href="#" data-toggle="collapse" data-target="#collapseFour" aria-expanded="true" aria-controls="collapseThree">
           <i class="fas fa-fw fa-cog"></i>
@@ -127,6 +132,8 @@
         </div>
       </li>
 
+    {% endif %}
+
       <!-- Divider -->
       <hr class="sidebar-divider">
 
@@ -178,6 +185,8 @@
       </div>
 
     </ul>
+
+
     <!-- End of Sidebar -->
 
     <div id="content-wrapper" class="d-flex flex-column">

FirstApp/templates/FirstApp/user_direct.html

+{% load static %}
+
+<!DOCTYPE html>
+<html lang="en">
+<head>
+
+    <meta charset="utf-8">
+    <meta http-equiv="X-UA-Compatible" content="IE=edge">
+    <meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
+    <meta name="description" content="">
+    <meta name="author" content="">
+
+    <title>SLPES</title>
+
+    <!-- Custom fonts for this template-->
+    <link href="{% static 'FirstApp/vendor/fontawesome-free/css/all.min.css' %}" rel="stylesheet" type="text/css">
+    <link href="https://fonts.googleapis.com/css?family=Nunito:200,200i,300,300i,400,400i,600,600i,700,700i,800,800i,900,900i"
+          rel="stylesheet">
+
+    <!-- Custom styles for this template-->
+    <link href="{% static 'FirstApp/css/sb-admin-2.min.css' %}" rel="stylesheet">
+
+</head>
+
+<body class="bg-gradient-primary">
+
+<div class="container">
+
+    <!-- Outer Row -->
+    <div class="row justify-content-center">
+
+        <div class="col-xl-10 col-lg-12 col-md-9">
+
+            <div class="card o-hidden border-0 shadow-lg my-5">
+                <div class="card-body p-0">
+                    <!-- Nested Row within Card Body -->
+                    <div class="row">
+                        <div class="col-lg-6 d-none d-lg-block">
+                            <img src="{% static 'FirstApp/images/user_redirect.png' %}" width="400" height="500"
+                                 alt="No image">
+                        </div>
+                        <div class="col-lg-6">
+                            <div class="p-5">
+                                <div class="text-center">
+                                    <h1 class="h4 text-gray-900 mb-4">Select the user type</h1>
+                                </div>
+
+                                <!--form -->
+                                <form action="/process-user-redirect" method="POST" name="loginForm" class="user">
+                                    {% csrf_token %}
+
+                                    <div class="form-check mx-3">
+                                        <input class="form-check-input" type="radio" name="user_type"
+                                               id="admin" value="admin" checked>
+                                        <label class="form-check-label" for="admin">
+                                            Admin
+                                        </label>
+                                    </div>
+
+                                    <div style="padding-top: 20px">
+
+                                    <div class="form-check mx-3">
+                                        <input class="form-check-input" type="radio" name="user_type"
+                                               id="lecturer" value="lecturer">
+                                        <label class="form-check-label" for="lecturer">
+                                            Lecturer
+                                        </label>
+                                    </div>
+
+                                    <div style="padding-top: 20px">
+
+                                    <button type="submit" class="btn btn-primary btn-user btn-block">Proceed</button>
+                                    <hr>
+                                </form>
+                                <hr>
+
+                            </div>
+                        </div>
+                    </div>
+                </div>
+            </div>
+
+        </div>
+
+    </div>
+
+</div>
+
+<!-- Bootstrap core JavaScript-->
+<script src="{% static 'FirstApp/vendor/jquery/jquery.min.js' %}"></script>
+<script src="{% static 'FirstApp/vendor/bootstrap/js/bootstrap.bundle.min.js' %}"></script>
+
+<!-- Core plugin JavaScript-->
+<script src="{% static 'FirstApp/vendor/jquery-easing/jquery.easing.min.js' %}"></script>
+
+<!-- Custom scripts for all pages-->
+<script src="{% static 'FirstApp/js/sb-admin-2.min.js' %}"></script>
+
+</body>
+
+</html>

FirstApp/urls.py

@@ -14,6 +14,7 @@ urlpatterns = [
     path('logout', views.logoutView),
     path('register-user', views.register),
     path('404', views.view404),
+    path('401', views.view401),
     path('500', views.view500),
     path('blank', views.blank),
     path('gaze', views.gaze),
@@ -32,10 +33,20 @@ urlpatterns = [
     # video results
     path('video_result', views.video_result),
 
-    # this is used for login
+    # this is used to process login
     path('process-login', views.loggedInView),
 
-    # this is used for login
+    # this is used to process admin login
+    path('process-admin-login', views.processAdminLogin),
+
+    # this is used for user-redirect processing
+    path('process-user-redirect', views.processUserRedirect),
+
+    # this is used for admin login page
+    path('admin-login', views.adminLogin),
+
+
+    # this is used for activity
     path('activity', views.activity),
 
     # tables view
@@ -44,6 +55,10 @@ urlpatterns = [
     # test view (delete later)
     path('test', views.test),
 
+
+    # user direct view
+    path('user-direct', views.userDirect),
+
     url(r'^register', views.RegisterViewSet),
     # re_path('video/?video_name<str:video_name>', views.video),
     url(r'^teachers/', views.teachersList.as_view()),
@@ -140,6 +155,7 @@ urlpatterns = [
     # lecture emotion detection for frames API (to retrieve detections for each frame in lecture video)
     url(r'^get-lecture-emotion-for-frame/$', api.GetLectureEmotionRecognitionsForFrames.as_view()),
 
+
     ###### POSE Section #####
     # lecture video API (for Pose estimation)
     url(r'^get-lecture-video-for-pose/$', api.GetLectureVideoForPose.as_view()),

FirstApp/views.py

@@ -109,100 +109,117 @@ class LectureViewSet(APIView):
 
 
 ####### VIEWS ######
-@login_required(login_url='/login')
+@login_required(login_url='/user-direct')
 def hello(request):
 
-    username = request.user.username
-    # retrieve the lecturer
-    lecturer = request.session['lecturer']
-
-
-    # retrieve the lecturer's timetable slots
-    lecturer_timetable = FacultyTimetable.objects.filter()
-
-    # serialize the timetable
-    lecturer_timetable_serialized = FacultyTimetableSerializer(lecturer_timetable, many=True)
-
-
-    lecturer_details = []
-
-    # loop through the serialized timetable
-    for timetable in lecturer_timetable_serialized.data:
-
-        # retrieve daily timetable
-        daily_timetable = timetable['timetable']
-
-        # loop through the daily timetable
-        for day_timetable in daily_timetable:
-            date = ''
-            lecture_index = 0
+    try:
+        username = request.user.username
+        # retrieve the lecturer
+        lecturer = request.session['lecturer']
 
-            # loop through each timeslots
-            for slots in day_timetable:
+        user_type = request.session['user_type']
 
-                if slots == "date":
-                    date = day_timetable[slots]
+        print('user_type: ', user_type)
 
 
-                elif slots == "time_slots":
-                    slot = day_timetable[slots]
+        # retrieve the lecturer's timetable slots
+        lecturer_timetable = FacultyTimetable.objects.filter()
 
-                    # loop through each slot
-                    for lecture in slot:
+        # serialize the timetable
+        lecturer_timetable_serialized = FacultyTimetableSerializer(lecturer_timetable, many=True)
 
-                        # check whether the lecturer is the current lecturer
-                        if lecturer == lecture['lecturer']['id']:
-                            lecturer_lecture_details = {}
-                            lecturer_lecture_details['date'] = date
-                            lecturer_lecture_details['start_time'] = lecture['start_time']
-                            lecturer_lecture_details['end_time'] = lecture['end_time']
-                            lecturer_lecture_details['subject_name'] = lecture['subject']['name']
-                            lecturer_lecture_details['index'] = lecture_index
-                            lecturer_lecture_details['lecturer'] = lecture['lecturer']['id']
 
-                            # append to the lecturer_details
-                            lecturer_details.append(lecturer_lecture_details)
+        lecturer_details = []
 
-                        # increment the index
-                        lecture_index += 1
+        # loop through the serialized timetable
+        for timetable in lecturer_timetable_serialized.data:
 
-    # sorting the dates in lecturer_details list
-    # for details in lecturer_details:
-    lecturer_details.sort(key=lambda date: datetime.strptime(str(date['date']), "%Y-%m-%d"), reverse=True)
+            # retrieve daily timetable
+            daily_timetable = timetable['timetable']
 
+            # loop through the daily timetable
+            for day_timetable in daily_timetable:
+                date = ''
+                lecture_index = 0
+
+                # loop through each timeslots
+                for slots in day_timetable:
+
+                    if slots == "date":
+                        date = day_timetable[slots]
+
+
+                    elif slots == "time_slots":
+                        slot = day_timetable[slots]
+
+                        # loop through each slot
+                        for lecture in slot:
+
+                            # check whether the lecturer is the current lecturer
+                            if lecturer == lecture['lecturer']['id']:
+                                lecturer_lecture_details = {}
+                                lecturer_lecture_details['date'] = date
+                                lecturer_lecture_details['start_time'] = lecture['start_time']
+                                lecturer_lecture_details['end_time'] = lecture['end_time']
+                                lecturer_lecture_details['subject_name'] = lecture['subject']['name']
+                                lecturer_lecture_details['index'] = lecture_index
+                                lecturer_lecture_details['lecturer'] = lecture['lecturer']['id']
+
+                                # append to the lecturer_details
+                                lecturer_details.append(lecturer_lecture_details)
+
+                            # increment the index
+                            lecture_index += 1
+
+        # sorting the dates in lecturer_details list
+        # for details in lecturer_details:
+        lecturer_details.sort(key=lambda date: datetime.strptime(str(date['date']), "%Y-%m-%d"), reverse=True)
+
+
+        obj = {'Message': 'Student and Lecturer Performance Enhancement System', 'username': username}
+        folder = os.path.join(BASE_DIR, os.path.join('static\\FirstApp\\videos'))
+        videoPaths = [os.path.join(folder, file) for file in os.listdir(folder)]
+        videos = []
+        durations = []
+        #
+        # for videoPath in videoPaths:
+        #     video = Video()
+        #     cap = cv2.VideoCapture(videoPath)
+        #     fps = cap.get(cv2.CAP_PROP_FPS)  # OpenCV2 version 2 used "CV_CAP_PROP_FPS"
+        #     frame_count = int(cap.get(cv2.CAP_PROP_FRAME_COUNT))
+        #     duration = int(frame_count / fps)
+        #     durations.append(duration)
+        #     videoName = os.path.basename(videoPath)
+        #     # videoName = videos.append(os.path.basename(videoPath))
+        #     durationObj = datetime.timedelta(seconds=duration)
+        #     video.path = videoPath
+        #     video.name = videoName
+        #     video.duration = str(durationObj)
+        #     videos.append(video)
+        context = {'object': obj, 'Videos': videos, 'durations': durations, 'template_name': 'FirstApp/template.html', 'lecturer_details': lecturer_details, "lecturer": lecturer}
+        return render(request, 'FirstApp/Home.html', context)
+
+    # in case of keyerror exception
+    except KeyError as exc:
+        return redirect('/401')
 
-    obj = {'Message': 'Student and Lecturer Performance Enhancement System', 'username': username}
-    folder = os.path.join(BASE_DIR, os.path.join('static\\FirstApp\\videos'))
-    videoPaths = [os.path.join(folder, file) for file in os.listdir(folder)]
-    videos = []
-    durations = []
-    #
-    # for videoPath in videoPaths:
-    #     video = Video()
-    #     cap = cv2.VideoCapture(videoPath)
-    #     fps = cap.get(cv2.CAP_PROP_FPS)  # OpenCV2 version 2 used "CV_CAP_PROP_FPS"
-    #     frame_count = int(cap.get(cv2.CAP_PROP_FRAME_COUNT))
-    #     duration = int(frame_count / fps)
-    #     durations.append(duration)
-    #     videoName = os.path.basename(videoPath)
-    #     # videoName = videos.append(os.path.basename(videoPath))
-    #     durationObj = datetime.timedelta(seconds=duration)
-    #     video.path = videoPath
-    #     video.name = videoName
-    #     video.duration = str(durationObj)
-    #     videos.append(video)
-    context = {'object': obj, 'Videos': videos, 'durations': durations, 'template_name': 'FirstApp/template.html', 'lecturer_details': lecturer_details, "lecturer": lecturer}
-    return render(request, 'FirstApp/Home.html', context)
+    except Exception as exc:
+        return redirect('/500')
 
+# this method will handle 404 error page
 def view404(request):
     return render(request, 'FirstApp/404.html')
 
+# this page will handle 401 error page
+def view401(request):
+    return render(request, 'FirstApp/401.html')
+
 # querying the database
 def blank(request):
     emotions = LectureEmotionReport.objects.all().order_by('lecture_id')
     return render(request, 'FirstApp/blank.html', {'details': emotions})
 
-@login_required(login_url='/login')
+@login_required(login_url='/user-direct')
 def gaze(request):
     try:
 
@@ -221,6 +238,11 @@ def gaze(request):
             subject_list.append(subject_serialized.data)
 
 
+    # handling the keyError
+    except KeyError as exc:
+        return redirect('/401')
+
+    # handling the general exceptions
     except Exception as exc:
         return redirect('/500')
 
@@ -240,7 +262,7 @@ def processGaze(request):
 
 
 # the corresponding view for pose estimation
-@login_required(login_url='/login')
+@login_required(login_url='/user-direct')
 def pose(request):
     try:
 
@@ -295,7 +317,7 @@ def webcam(request):
     return redirect('/')
 
 # to process video for emotion detection
-@login_required(login_url='/login')
+@login_required(login_url='/user-direct')
 def video(request):
     title = 'Student and Lecturer Performance Enhancement System'
     video_name = request.GET.get('video_name')
@@ -310,7 +332,7 @@ def video(request):
 
 
 # extractor view
-@login_required(login_url='/login')
+@login_required(login_url='/user-direct')
 def extractor(request):
     folder = os.path.join(BASE_DIR, os.path.join('static\\FirstApp\\videos'))
     videoPaths = [os.path.join(folder, file) for file in os.listdir(folder)]
@@ -358,7 +380,7 @@ def child(request):
     return render(request, 'FirstApp/child.html', {'template_name': 'FirstApp/base.html'})
 
 # displaying video results
-@login_required(login_url='/login')
+@login_required(login_url='/user-direct')
 def video_result(request):
     try:
 
@@ -434,7 +456,11 @@ def video_result(request):
                                 # append to the list
                                 due_lecture_list.append(obj)
 
+    # handling the keyError
+    except KeyError as exc:
+        return redirect('/401')
 
+    # handling the general exceptions
     except Exception as exc:
         print('what is wrong?: ', exc)
         return redirect('/500')
@@ -444,7 +470,7 @@ def video_result(request):
 
 
 # view for emotion page
-@login_required(login_url='/login')
+@login_required(login_url='/user-direct')
 def emotion_view(request):
     try:
 
@@ -463,6 +489,11 @@ def emotion_view(request):
             subject_list.append(subject_serialized.data)
 
 
+    # handling the keyError
+    except KeyError as exc:
+        return redirect('/401')
+
+    # handling the general exceptions
     except Exception as exc:
         return redirect('/500')
 
@@ -490,6 +521,7 @@ def loggedInView(request):
             login(request, user)
             # setting up the session
             request.session['lecturer'] = lecturer.id
+            request.session['user_type'] = "Lecturer"
 
             return redirect('/')
 
@@ -506,7 +538,7 @@ def logoutView(request):
 
     logout(request)
 
-    return redirect('/login')
+    return redirect('/user-direct')
 
 
 # 500 error page
@@ -519,7 +551,7 @@ def tables(request):
     return render(request, "FirstApp/tables.html")
 
 
-@login_required(login_url='/login')
+@login_required(login_url='/user-direct')
 def activity(request):
     try:
 
@@ -538,6 +570,11 @@ def activity(request):
             subject_list.append(subject_serialized.data)
 
 
+    # handling the keyError
+    except KeyError as exc:
+        return redirect('/401')
+
+    # handling the general exception
     except Exception as exc:
         return redirect('/500')
 
@@ -545,4 +582,61 @@ def activity(request):
 
 
 def test(request):
-    return render(request, "FirstApp/pdf_template.html")
\ No newline at end of file
+    return render(request, "FirstApp/pdf_template.html")
+
+
+# this method will handle user directing function
+def userDirect(request):
+    return render(request, "FirstApp/user_direct.html")
+
+
+# this method will handle user redirection process
+def processUserRedirect(request):
+
+    if request.POST:
+
+        user_type = request.POST.get('user_type')
+
+        if user_type == 'admin':
+            return redirect('/admin-login')
+        elif user_type == 'lecturer':
+            return redirect('/login')
+
+    return redirect('/500')
+
+
+# admin login page
+def adminLogin(request):
+
+    return render(request, "FirstApp/admin_login.html")
+
+
+# this method will process admin login
+def processAdminLogin(request):
+    username = "not logged in"
+    message = "Invalid Username or Password"
+    adminLoginForm = AdminLoginForm(request.POST)
+
+    print('message: ', message)
+
+    try:
+        # if the details are valid, let the user log in
+        if adminLoginForm.is_valid():
+            email = adminLoginForm.cleaned_data.get('email')
+
+            user = User.objects.get(email=email)
+            admin = Admin.objects.get(email=email)
+
+            login(request, user)
+            # setting up the session
+            request.session['admin'] = admin.id
+            request.session['user_type'] = "Admin"
+
+            return redirect('/lecturer')
+
+        else:
+            message = "Please provide correct credntials"
+    except Exception as exc:
+        print('exception: ', exc)
+
+    return render(request, 'FirstApp/admin_login.html', {'message': message})
\ No newline at end of file