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yolov8_test/docs/en/reference/data/utils.md

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Uncover a detailed guide to Ultralytics data utilities. Learn functions from img2label_paths to autosplit, all boosting your YOLO model’s efficiency. Ultralytics, data utils, YOLO, img2label_paths, exif_size, polygon2mask, polygons2masks_overlap, check_cls_dataset, delete_dsstore, autosplit

Reference for ultralytics/data/utils.py

!!! Note

This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/utils.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/utils.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/data/utils.py) 🛠️. Thank you 🙏!



::: ultralytics.data.utils.HUBDatasetStats



::: ultralytics.data.utils.img2label_paths



::: ultralytics.data.utils.get_hash



::: ultralytics.data.utils.exif_size



::: ultralytics.data.utils.verify_image



::: ultralytics.data.utils.verify_image_label



::: ultralytics.data.utils.polygon2mask



::: ultralytics.data.utils.polygons2masks



::: ultralytics.data.utils.polygons2masks_overlap



::: ultralytics.data.utils.find_dataset_yaml



::: ultralytics.data.utils.check_det_dataset



::: ultralytics.data.utils.check_cls_dataset



::: ultralytics.data.utils.compress_one_image



::: ultralytics.data.utils.autosplit



::: ultralytics.data.utils.load_dataset_cache_file



::: ultralytics.data.utils.save_dataset_cache_file