diff --git a/utils/utils.py b/utils/utils.py
index 5416455a..482f8974 100755
--- a/utils/utils.py
+++ b/utils/utils.py
@@ -525,6 +525,10 @@ def non_max_suppression(prediction, conf_thres=0.1, iou_thres=0.6, multi_cls=Tru
         # Apply width-height constraint
         pred = pred[((pred[:, 2:4] > min_wh) & (pred[:, 2:4] < max_wh)).all(1)]
 
+        # If none remain process next image
+        if not pred.shape[0]:
+            continue
+
         # Compute conf
         pred[..., 5:] *= pred[..., 4:5]  # conf = obj_conf * cls_conf