Update video_processing.py

video_processing.py

@@ -20,9 +20,6 @@ import mediapipe as mp
 device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
 mtcnn = MTCNN(keep_all=False, device=device, thresholds=[0.9, 0.9, 0.9], min_face_size=50)
 
-mp_face_mesh = mp.solutions.face_mesh
-face_mesh = mp_face_mesh.FaceMesh(static_image_mode=False, max_num_faces=1, min_detection_confidence=0.8)
-
 def extract_frames(video_path, output_folder, desired_fps, progress_callback=None):
     os.makedirs(output_folder, exist_ok=True)
     clip = VideoFileClip(video_path)
@@ -275,7 +272,7 @@ def process_video(video_path, anomaly_threshold, desired_fps, progress=None):
         )
 
 
-def is_frontal_face(landmarks, threshold=50):
+def is_frontal_face(landmarks, threshold=60):
     nose_tip = landmarks[4]
     left_chin = landmarks[234]
     right_chin = landmarks[454]