| ---
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| description: Explore detailed functionalities of Ultralytics plotting utilities for data visualizations and custom annotations in ML projects.
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| keywords: ultralytics, plotting, utilities, documentation, data visualization, annotations, python, ML tools
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| ---
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| # Reference for `ultralytics/utils/plotting.py`
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| !!! note
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| This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/plotting.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/plotting.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/utils/plotting.py) 🛠️. Thank you 🙏!
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| <br>
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| ## ::: ultralytics.utils.plotting.Colors
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| <br><br><hr><br>
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| ## ::: ultralytics.utils.plotting.Annotator
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| <br><br><hr><br>
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| ## ::: ultralytics.utils.plotting.plot_labels
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| <br><br><hr><br>
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| ## ::: ultralytics.utils.plotting.save_one_box
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| <br><br><hr><br>
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| ## ::: ultralytics.utils.plotting.plot_images
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| <br><br><hr><br>
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| ## ::: ultralytics.utils.plotting.plot_results
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| <br><br><hr><br>
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| ## ::: ultralytics.utils.plotting.plt_color_scatter
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| <br><br><hr><br>
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| ## ::: ultralytics.utils.plotting.plot_tune_results
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| <br><br><hr><br>
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| ## ::: ultralytics.utils.plotting.output_to_target
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| <br><br><hr><br>
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| ## ::: ultralytics.utils.plotting.output_to_rotated_target
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| <br><br><hr><br>
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| ## ::: ultralytics.utils.plotting.feature_visualization
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| <br><br>
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