Update app.py

app.py

@@ -94,19 +94,20 @@ def process_frame():
         nparr = np.frombuffer(img_data, np.uint8)
         frame = cv2.imdecode(nparr, cv2.IMREAD_COLOR)
 
-        # 1. YOLO Detection
-        detections = detect_objects(frame, confidence=0.4) 
+        # Confidence thoda kam (0.35) taake cheezein miss na hon
+        detections = detect_objects(frame, confidence=0.35) 
 
-        # 2. SMART SORTING: Sabse bari cheez ko pehle rakhein
-        # Logic: Jis box ka area (w * h) bara hoga, wo cheez kareeb hogi
+        # AREA-BASED SORTING (Zaroori hai VI ke liye)
         if detections:
+            # Sabse bari cheez list mein pehle aayegi
             detections = sorted(detections, key=lambda x: x['w'] * x['h'], reverse=True)
+            # Sirf top 3 cheezein bhejien taake frontend fast rahe
+            detections = detections[:3]
         
         return jsonify({"detections": detections})
 
     except Exception as e:
-        print(f"Error: {e}")
-        return jsonify({"error": str(e)}), 400
+        return jsonify({"error": "Processing error"}), 400
 
 @app.route('/logout')
 def logout():