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Add warning that legacy YOLOv5 models are not compatible with Ultralytics (#21915)

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Signed-off-by: Mohammed Yasin <32206511+Y-T-G@users.noreply.github.com>
Co-authored-by: Laughing-q <1185102784@qq.com>
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Mohammed Yasin 2025-09-02 21:05:36 +08:00 committed by GitHub
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docs/en/models/yolov5.md
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@ -12,6 +12,10 @@ YOLOv5u represents an advancement in [object detection](https://www.ultralytics.
![Ultralytics YOLOv5](https://github.com/ultralytics/docs/releases/download/0/ultralytics-yolov5-splash.avif)
!!! warning "YOLOv5 models trained by [ultralytics/yolov5](https://github.com/ultralytics/yolov5) are not compatible with [ultralytics/ultralytics](https://github.com/ultralytics/ultralytics) library"
Ultralytics provides an [anchor-free variant of YOLOv5 model](#performance-metrics). Models trained with the [original YOLOv5 repo](https://github.com/ultralytics/yolov5) cannot be used with the Ultralytics library.
## Key Features
- **Anchor-free Split Ultralytics Head:** Traditional object detection models rely on predefined anchor boxes to predict object locations. However, YOLOv5u modernizes this approach. By adopting an anchor-free split Ultralytics head, it ensures a more flexible and adaptive detection mechanism, consequently enhancing the performance in diverse scenarios.