(feat) update neg process

app.py

@@ -167,20 +167,20 @@ def count_objects(image, pos_caption, neg_caption, box_threshold, point_radius,
         neg_boxes = [box.tolist() for box in neg_boxes]
         neg_points = [[box[0], box[1]] for box in neg_boxes]
     
-    # img_size = image.size
-    # filtered_points, kept_indices = filter_points_by_negative(
-    #     points, 
-    #     neg_points, 
-    #     image_size=img_size,
-    #     pixel_threshold=5
-    # )
+    img_size = image.size
+    filtered_points, kept_indices = filter_points_by_negative(
+        points, 
+        neg_points, 
+        image_size=img_size,
+        pixel_threshold=5
+    )
     
-    # filtered_boxes = [boxes[i] for i in kept_indices]
-    # if "scores" in results:
-    #     filtered_scores = [results["scores"][i].item() for i in kept_indices]
+    filtered_boxes = [boxes[i] for i in kept_indices]
+    if "scores" in results:
+        filtered_scores = [results["scores"][i].item() for i in kept_indices]
     
-    # points = filtered_points
-    # boxes = filtered_boxes
+    points = filtered_points
+    boxes = filtered_boxes
 
     # Visualize results
     img_w, img_h = image.size