diff --git a/groundingdino/util/inference.py b/groundingdino/util/inference.py
index 84a962e9..566f68de 100644
--- a/groundingdino/util/inference.py
+++ b/groundingdino/util/inference.py
@@ -172,7 +172,9 @@ def predict_with_caption(
         import supervision as sv
 
         box_annotator = sv.BoxAnnotator()
-        annotated_image = box_annotator.annotate(scene=image, detections=detections, labels=labels)
+        label_annotator = sv.LabelAnnotator()
+        annotated_image = box_annotator.annotate(scene=image, detections=detections)
+        annotated_image = label_annotator.annotate(scene=annotated_image, detections=detections, labels=labels)
         """
         processed_image = Model.preprocess_image(image_bgr=image).to(self.device)
         boxes, logits, phrases = predict(