---
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
---

# Reference for `ultralytics/utils/plotting.py`

!!! success "Improvements"

    This page is sourced from [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/plotting.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/plotting.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.utils.plotting.Colors

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## ::: ultralytics.utils.plotting.Annotator

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## ::: ultralytics.utils.plotting.plot_labels

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## ::: ultralytics.utils.plotting.save_one_box

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## ::: ultralytics.utils.plotting.plot_images

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## ::: ultralytics.utils.plotting.plot_results

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## ::: ultralytics.utils.plotting.plt_color_scatter

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## ::: ultralytics.utils.plotting.plot_tune_results

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## ::: ultralytics.utils.plotting.feature_visualization

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