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