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description: Explore the Ultralytics BaseDataset class for efficient image loading and processing with custom transformations and caching options.
keywords: Ultralytics, BaseDataset, image processing, data augmentation, YOLO, dataset class, image caching
---

# Reference for `ultralytics/data/base.py`

!!! success "Improvements"

    This page is sourced from [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/base.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/base.py). Have an improvement or example to add? Open a [Pull Request](https://docs.ultralytics.com/help/contributing/) — thank you! 🙏

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## ::: ultralytics.data.base.BaseDataset

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