Merge branch 'IT20254384' into 'master'

Merge changes - IT20254384

See merge request !20

Project/Backend/Server_Python/app.log

@@ -37,3 +37,23 @@
 2023-08-03 06:00:41,626 - INFO - Error. 
 2023-08-03 06:00:41,626 - INFO - Error. 
 2023-08-03 06:00:41,626 - INFO - Error. 
+2023-08-30 22:39:49,234 - INFO - Failed to make predictions. [Errno 2] No such file or directory: 'files/2023-08-14 21.51.mov'
+2023-08-30 22:39:49,234 - INFO - Failed to make predictions. [Errno 2] No such file or directory: 'files/2023-08-14 21.51.mov'
+2023-08-30 22:39:49,234 - INFO - Failed to make predictions. [Errno 2] No such file or directory: 'files/2023-08-14 21.51.mov'
+2023-08-30 22:39:49,259 - INFO - Error. 
+2023-08-30 22:39:49,259 - INFO - Error. 
+2023-08-30 22:39:49,259 - INFO - Error. 
+2023-08-30 22:40:09,426 - INFO - Failed to make predictions. [Errno 2] No such file or directory: 'files/2023-08-14 21.51.mov'
+2023-08-30 22:40:09,426 - INFO - Failed to make predictions. [Errno 2] No such file or directory: 'files/2023-08-14 21.51.mov'
+2023-08-30 22:40:09,426 - INFO - Failed to make predictions. [Errno 2] No such file or directory: 'files/2023-08-14 21.51.mov'
+2023-08-30 22:40:09,427 - INFO - Error. 
+2023-08-30 22:40:09,427 - INFO - Error. 
+2023-08-30 22:40:09,427 - INFO - Error. 
+2023-09-02 18:07:23,625 - INFO - Failed to make predictions. 'NoneType' object has no attribute 'predict'
+2023-09-02 18:07:23,625 - INFO - Failed to make predictions. 'NoneType' object has no attribute 'predict'
+2023-09-02 18:07:23,625 - INFO - Failed to make predictions. 'NoneType' object has no attribute 'predict'
+2023-09-02 18:07:23,625 - INFO - Failed to make predictions. 'NoneType' object has no attribute 'predict'
+2023-09-02 18:07:23,627 - INFO - Error. 
+2023-09-02 18:07:23,627 - INFO - Error. 
+2023-09-02 18:07:23,627 - INFO - Error. 
+2023-09-02 18:07:23,627 - INFO - Error. 

Project/Backend/Server_Python/controllers/translate_controler.py

+import os
 from fastapi import APIRouter, File, HTTPException, Query,UploadFile
 from pydantic import BaseModel
 import tensorflow as tf
@@ -18,7 +19,15 @@ class ImageRequest(BaseModel):
 
 # Load your Keras model
 # model = tf.keras.models.load_model('../ML_Models/sign_language_to_text/models/sign_language_model.h5')
-model= None
+model_file_path = '../ML_Models/sign_language_to_text/models/sign_language_model.h5'
+# Check if the model file exists
+
+if os.path.exists(model_file_path):
+    # Load the Keras model if the file exists
+    model = tf.keras.models.load_model(model_file_path)
+else:
+    model = None
+
 CLASSES = mappings.classes
 NUM_CLASSES = len(mappings.classes)  # number of classes
 IMG_SIZE = 224  # image size

Project/Backend/Server_Python/requirements.txt

@@ -6,4 +6,5 @@ opencv-python==4.7.0.72
 moviepy==1.0.3
 SpeechRecognition==3.10.0
 tk==0.1.0
-requests==2.31.0
\ No newline at end of file
+requests==2.31.0
+pymongo==4.5.0
\ No newline at end of file

Project/Frontend/SignConnectPlus/src/pages/ssl-translate/process/process.tsx

@@ -154,7 +154,7 @@ const Process = () => {
   };
   return (
     <>
-      <MainCard content={false}>
+      <MainCard content={false} title="Translate Sinhala Sign Language into Text Here">
         <ScrollX>
           {/* content here */}
 
@@ -233,7 +233,7 @@ const Process = () => {
                                   step={10}
                                   marks
                                   min={10}
-                                  max={110}
+                                  max={100}
                                 />
                                 <h4>Speed - {speed}</h4>
                               </Grid>
@@ -331,7 +331,7 @@ const Process = () => {
                                   step={10}
                                   marks
                                   min={10}
-                                  max={110}
+                                  max={100}
                                 />
                                 <h4>Speed - {speed}</h4>
                               </Grid>

Project/Frontend/SignConnectPlus/src/utils/locales/en.json

@@ -161,7 +161,7 @@
   "learning-curriculums-subscribed": "My Courses",
   "learning-lead-board": "Lead Board",
   "learning-feedback": "Feedback",
-  "ssl-translate": "SSL Translate",
+  "ssl-translate": "SSL Translation",
   "emotion-detection": "Emotion Detection",
   "audio-detection": "Audio Detection",
   "video-detection": "Video Detection",
@@ -169,4 +169,4 @@
   "learning-curriculums-subscribed-tutorial": "Tutorial",
   "video-to-sign-language": "Sign Language Translate",
   "video-translate": "Video Translator"
-}
\ No newline at end of file
+}