| description: Validate YOLOv5 detections using this PyTorch module. Ensure model accuracy with NMS IOU threshold tuning and label mapping. | |
| keywords: detection, validator, YOLOv5, object detection, model improvement, Ultralytics Docs | |
| ## DetectionValidator | |
| --- | |
| ### ::: ultralytics.yolo.v8.detect.val.DetectionValidator | |
| <br><br> | |
| ## val | |
| --- | |
| ### ::: ultralytics.yolo.v8.detect.val.val | |
| <br><br> | |