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- [Tutorial](https://cleanvision.readthedocs.io/en/latest/tutorials/tutorial.html)
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- [Documentation](https://cleanvision.readthedocs.io/)
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- [Blog](https://cleanlab.ai/blog/cleanvision/)
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- [Blog](https://cleanvision.readthedocs.io/en/latest/blog.html)
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- [Run CleanVision on a HuggingFace dataset](https://cleanvision.readthedocs.io/en/latest/tutorials/huggingface_dataset.html)
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- [Run CleanVision on a Torchvision dataset](https://cleanvision.readthedocs.io/en/latest/tutorials/torchvision_dataset.html)
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- [Example script](https://github.com/cleanlab/cleanvision/blob/main/docs/source/tutorials/run.py) that can be run with: `python examples/run.py --path <FOLDER_WITH_IMAGES>`
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| 8 | Odd Aspect Ratio | Images with an unusual aspect ratio (overly skinny/wide) | odd_aspect_ratio | ![](https://raw.githubusercontent.com/cleanlab/assets/master/cleanvision/example_issue_images/odd_aspect_ratio.jpg) |
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| 9 | Odd Size | Images that are abnormally large or small compared to the rest of the dataset | odd_size | <img src="https://raw.githubusercontent.com/cleanlab/assets/master/cleanvision/example_issue_images/odd_size.png" width=20% height=20%> |
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CleanVision supports Linux, macOS, and Windows and runs on Python 3.10+. Learn more from our [blog](https://cleanlab.ai/blog/cleanvision/).
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CleanVision supports Linux, macOS, and Windows and runs on Python 3.10+. Learn more from our [blog](https://cleanvision.readthedocs.io/en/latest/blog.html).
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## Community
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* Interested in contributing? See the [contributing guide](CONTRIBUTING.md). An easy starting point is to
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consider [issues](https://github.com/cleanlab/cleanvision/labels/good%20first%20issue) marked `good first issue`.
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## Have a question?
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* Ready to start adding your own code? See the [development guide](DEVELOPMENT.md).
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* Have an issue? [Search existing issues](https://github.com/cleanlab/cleanvision/issues?q=is%3Aissue)
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or [submit a new issue](https://github.com/cleanlab/cleanvision/issues/new/choose).
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[issue]: https://github.com/cleanlab/cleanvision/issues/new
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Search the resources listed above and existing [GitHub Issues](https://github.com/cleanlab/cleanvision/issues?q=is%3Aissue), or [submit a new Issue](https://github.com/cleanlab/cleanvision/issues/new/choose).

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