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| description: Explore detailed functionalities of Ultralytics plotting utilities for data visualizations and custom annotations in ML projects. |
| keywords: ultralytics, plotting, utilities, documentation, data visualization, annotations, python, ML tools |
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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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| ## ::: 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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