Update app.py

app.py

@@ -43,6 +43,8 @@ async def detect_faces(file: UploadFile = File(...)):
     frame_width = resized_frame.shape[1]
     frame_center = frame_width // 2  # Calculate the frame's center
 
+    center_threshold = frame_width * 0.15  # 15% margin for center detection
+
     for result in results:
         for box in result.boxes.data.tolist():  # Convert tensor to list
             x1, y1, x2, y2, conf, _ = box[:6]  # Extract values
@@ -52,13 +54,13 @@ async def detect_faces(file: UploadFile = File(...)):
                 center_x = (x1 + x2) // 2
                 face_width_pixels = x2 - x1
 
-                # Corrected position logic
-                if center_x < frame_center - (frame_width * 0.1):  # 10% margin for accuracy
+                # **Improved Position Logic**
+                if center_x < frame_center - center_threshold:
                     position = "Left"
-                elif center_x > frame_center + (frame_width * 0.1):
+                elif center_x > frame_center + center_threshold:
                     position = "Right"
                 else:
-                    position = "Center"
+                    position = "Center"  # Corrected condition for center
 
                 # Calculate distance
                 estimated_distance = (