Committing the partial implementation of the lecture video summary time...

Committing the partial implementation of the lecture video summary time landmarks in Lecturer Home Page

FirstApp/api.py

@@ -12,6 +12,7 @@ from . import emotion_detector as ed
 from .logic import id_generator as ig
 from .logic import pdf_file_generator as pdf
 from .logic import head_gaze_estimation as hge
+from .logic import video_extraction as ve
 from .models import Teachers, Video, VideoMeta, RegisterUser
 from .MongoModels import *
 from .serializers import *
@@ -736,3 +737,15 @@ class GetStudentBehaviorSummaryForPeriod(APIView):
             "gaze_estimation_labels": gaze_estimation_labels,
             "isRecordFound": isRecordFound
         })
+
+
+# this API will retrieve lecture video summary time landmarks
+class GetLectureVideoSummaryTimeLandmarks(APIView):
+
+    def get(self, request):
+        video_name = request.query_params.get('video_name')
+        time_landmarks = ve.getTimeLandmarks(video_name)
+
+        return Response({
+            "response": time_landmarks
+        })
\ No newline at end of file

FirstApp/logic/video_extraction.py

 import os
 import cv2
 import shutil
+import datetime
 
 def VideoExtractor(request):
 
@@ -68,3 +69,50 @@ def getExtractedFrames(request):
 
     else:
         return "No extracted frames were found"
+
+
+# this method will retrieve the time landmarks for a lecture video
+def getTimeLandmarks(video_name):
+    BASE_DIR = os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+    VIDEO_PATH = os.path.join(BASE_DIR, "assets\\FirstApp\\videos\\{}".format(video_name))
+
+    # iteration
+    video = cv2.VideoCapture(VIDEO_PATH)
+    no_of_frames = video.get(cv2.CAP_PROP_FRAME_COUNT)
+    fps = int(video.get(cv2.CAP_PROP_FPS))
+    frame_count = 0
+
+    # calculating the duration in seconds
+    duration = int(no_of_frames / fps)
+
+    # define the number of time gaps required
+    THRESHOLD_GAP = 5
+
+    # calculating the real duration
+    real_duration = datetime.timedelta(seconds=(duration+THRESHOLD_GAP))
+
+    # defines the number of seconds included for a frame group
+    THRESHOLD_TIME = 10
+
+
+    # define an unit gap
+    unit_gap = int(duration / THRESHOLD_GAP)
+
+    initial_landmark = 0
+
+    time_landmarks = ['0:00:00']
+    time_landmarks_values = [0]
+
+    # 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_value = initial_landmark
+        time_landmarks.append(time_landmark)
+        time_landmarks_values.append(time_landmark_value)
+
+    # append the final time
+    time_landmarks.append(str(real_duration))
+    time_landmarks_values.append(duration)
+
+    return time_landmarks
\ No newline at end of file

FirstApp/templates/FirstApp/Home.html

@@ -35,6 +35,7 @@
         var global_lecture_video_id = '';
         var global_video_name = '';
         var student_behavior_summary = {};
+        var lecture_video_time_landmarks = [];
 
 
         $(document).ready(function () {
@@ -223,11 +224,26 @@
                     $('#looking_front_width').width(act.looking_front_perct + '%');
                 });
 
+
+                //fetch the video time landmark details
+                fetch('http://127.0.0.1:8000/get-lecture-video-summary-time-landmarks/?video_name=' + global_video_name)
+                .then((res) => res.json())
+                .then((out) => assignTimeLandmarks(out.response))
+                .catch((err) => alert('error: ' + err));
+
+
                 //display the progress bar area
                 $('#progress_areas').attr('hidden', false);
             }
 
 
+            //this function will assign lecture video time landmarks
+            function assignTimeLandmarks(response) {
+
+                lecture_video_time_landmarks = response;
+            }
+
+
 
             //this function will handle the 'summary' button
             $('#summary_btn').click(function () {
@@ -245,6 +261,15 @@
             //this function will call the chart function
             function renderChart() {
 
+                let datapoints = [];
+
+                //iterate through the time landmarks
+                for (let i = 0; i < lecture_video_time_landmarks.length; i++) {
+                    let point = {label: lecture_video_time_landmarks[i], y: Number(Math.round(Math.random() * 1000), 0)};
+
+                    datapoints.push(point);
+                }
+
                 var chart = new CanvasJS.Chart("chartContainer", {
                     animationEnabled: true,
                     theme: "light2",
@@ -285,66 +310,7 @@
                         {#xValueFormatString: "DD MMM, YYYY",#}
                         xValueFormatString: "hh:mm:ss",
                         color: "#000000",
-                        dataPoints: [
-                            {x: new Date(2017, 0, 3, 0, 2, 0), y: 650},
-                            {x: new Date(2017, 0, 4, 0, 4, 0), y: 700},
-                            {x: new Date(2017, 0, 5, 0, 6, 0), y: 710},
-                            {x: new Date(2017, 0, 6, 0, 8, 0), y: 658},
-                            {x: new Date(2017, 0, 7, 0, 10, 0), y: 734},
-                            {x: new Date(2017, 0, 8, 0, 12, 0), y: 963},
-                            {x: new Date(2017, 0, 9, 0, 14, 0), y: 847},
-                            {x: new Date(2017, 0, 10, 0, 16, 0), y: 853},
-                            {x: new Date(2017, 0, 11, 0, 18, 0), y: 869},
-                            {x: new Date(2017, 0, 12, 0, 20, 0), y: 943},
-                            {x: new Date(2017, 0, 13, 0, 22, 0), y: 970},
-                            {x: new Date(2017, 0, 14, 0, 24, 0), y: 869},
-                            {x: new Date(2017, 0, 15, 0, 26, 0), y: 890},
-                            {x: new Date(2017, 0, 16, 0, 28, 0), y: 930}
-                        ]
-                    },
-                        {
-                            type: "line",
-                            showInLegend: true,
-                            name: "Emotion",
-                            lineDashType: "dash",
-                            dataPoints: [
-                                {x: new Date(2017, 0, 3, 0, 2, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 4, 0, 4, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 5, 0, 6, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 6, 0, 8, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 7, 0, 10, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 8, 0, 12, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 9, 0, 14, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 10, 0, 16, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 11, 0, 18, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 12, 0, 20, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 13, 0, 22, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 14, 0, 24, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 15, 0, 26, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 16, 0, 28, 0), y: Number(Math.round(Math.random() * 1000), 0)}
-                            ]
-                        },
-                        {
-                            type: "line",
-                            showInLegend: true,
-                            name: "Gaze",
-                            lineDashType: "dash",
-                            dataPoints: [
-                                {x: new Date(2017, 0, 3, 0, 2, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 4, 0, 4, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 5, 0, 6, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 6, 0, 8, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 7, 0, 10, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 8, 0, 12, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 9, 0, 14, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 10, 0, 16, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 11, 0, 18, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 12, 0, 20, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 13, 0, 22, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 14, 0, 24, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 15, 0, 26, 0), y: Number(Math.round(Math.random() * 1000), 0)},
-                                {x: new Date(2017, 0, 16, 0, 28, 0), y: Number(Math.round(Math.random() * 1000), 0)}
-                            ]
+                        dataPoints: datapoints
                     }]
                 });
                 chart.render();

FirstApp/urls.py

@@ -164,12 +164,15 @@ urlpatterns = [
     url(r'^get-lecture-gaze-estimation-for-frame/$', api.GetLectureGazeEstimationForFrames.as_view()),
 
 
+    #####===== DATA VISUALIZATION =====#####
+
     ##### VIEW STUDENT BEHAVIOR SUMMARY SECTION #####
 
     # retrieves student behavior summary for specified time period
     url(r'^get-student-behavior-summary-for-period/$', api.GetStudentBehaviorSummaryForPeriod.as_view()),
 
-
+    # retrieves lecture video summary time landmarks
+    url(r'^get-lecture-video-summary-time-landmarks/$', api.GetLectureVideoSummaryTimeLandmarks.as_view()),
 
     # routers
     # path('', include(router.urls)),