Update app.py

app.py

@@ -86,6 +86,16 @@ def video_frame_callback(frame: av.VideoFrame) -> av.VideoFrame:
         results = pose.process(image_rgb)
         landmarks = results.pose_landmarks.landmark if results.pose_landmarks else []
 
+        # Corrected detection logic
+        detections = [
+            Detection(
+                class_id=0,  # Assuming a generic class_id for pose detections
+                label="Pose",
+                score=0.5,  # Full confidence as pose landmarks were detected
+                box=np.array([0, 0, image.shape[1], image.shape[0]])  # Full image as bounding box
+            )  if landmarks else []
+
+        
         if landmarks:
             hipL = [landmarks[mp_pose.PoseLandmark.LEFT_HIP.value].x, 
                    landmarks[mp_pose.PoseLandmark.LEFT_HIP.value].y]
@@ -113,6 +123,10 @@ def video_frame_callback(frame: av.VideoFrame) -> av.VideoFrame:
         cv2.rectangle(image, (0, 0), (500, 80), (245, 117, 16), -1)
         cv2.putText(image, overlay_text, (10, 60), cv2.FONT_HERSHEY_SIMPLEX, 1, (255, 255, 255), 2, cv2.LINE_AA)
 
+        mp_drawing.draw_landmarks(image, results.pose_landmarks, mp_pose.POSE_CONNECTIONS,mp_drawing.DrawingSpec(color=(255, 175, 0), thickness=2, circle_radius=2),mp_drawing.DrawingSpec(color=(0, 255, 200), thickness=2, circle_radius=2))
+
+    result_queue.put(detections)
+    
     return av.VideoFrame.from_ndarray(image, format="bgr24")
 
 webrtc_streamer(