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ultralytics/docs/en/reference/utils/plotting.md

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

Reference for ultralytics/utils/plotting.py

!!! Note

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 🙏!



::: ultralytics.utils.plotting.Colors



::: ultralytics.utils.plotting.Annotator



::: ultralytics.utils.plotting.plot_labels



::: ultralytics.utils.plotting.save_one_box



::: ultralytics.utils.plotting.plot_images



::: ultralytics.utils.plotting.plot_results



::: ultralytics.utils.plotting.plt_color_scatter



::: ultralytics.utils.plotting.plot_tune_results



::: ultralytics.utils.plotting.output_to_target



::: ultralytics.utils.plotting.output_to_rotated_target



::: ultralytics.utils.plotting.feature_visualization