Fig.1: A counterexample from robustness verification of a YOLOv3 model on a runway detection task. Left: original image; right: perturbed image. Green boxes: ground truth, blue box: original model prediction (IoU = 0.89), red box: prediction on the perturbed image (IoU = 0.11).