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

description	keywords
Explore in-depth reference for utility functions in Ultralytics data module. Learn about image verification, dataset handling, and more.	Ultralytics, dataset utils, data handling, image verification, Python, data module

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