fix : Run video for all frames & add frame count threshold

Project/Backend/Server_Python/services/translate_service.py

@@ -169,11 +169,15 @@ class SignLanguagePredictionService:
             frames_per_sign = self.speed_levels.get(speed, 50)  # Default to level 1 if speed level is not provided
 
             # Loop through the frames of the video
-            while frame_count < 50:
+            while frame_count <= video.get(cv2.CAP_PROP_FRAME_COUNT):
                 success, frame = video.read()
                 if not success:
                     break
 
+                 # TODO Add to COnfig
+                if frame_count >= 250:
+                    break
+
                 # Preprocess the frame
                 frame = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)
                 frame = cv2.resize(frame, (IMG_SIZE, IMG_SIZE))
@@ -190,6 +194,8 @@ class SignLanguagePredictionService:
                 # Store the prediction for the frame
                 predictions.append(sinhala_letter)
                 frame_count += 1
+
+                # TODO Add to COnfig
                 threshold_percentage = 60
 
                 # Check if the required number of frames per sign has been reached