---
title: README
emoji: 📊
colorFrom: purple
colorTo: pink
sdk: static
pinned: true
license: agpl-3.0
short_description: Ultralytics YOLO for SOTA object detection, multi-object tra
---

<p align="center">
  <a href="https://ultralytics.com/">
  <img width="900" src="https://raw.githubusercontent.com/ultralytics/assets/main/yolov8/banner-yolov8.png"></a>
</p>

<div align="center">

[中文](https://docs.ultralytics.com/zh) | [한국어](https://docs.ultralytics.com/ko) | [日本語](https://docs.ultralytics.com/ja) | [Русский](https://docs.ultralytics.com/ru) | [Deutsch](https://docs.ultralytics.com/de) | [Français](https://docs.ultralytics.com/fr) | [Español](https://docs.ultralytics.com/es) | [Português](https://docs.ultralytics.com/pt) | [Türkçe](https://docs.ultralytics.com/tr) | [Tiếng Việt](https://docs.ultralytics.com/vi) | [العربية](https://docs.ultralytics.com/ar) <br>

[Ultralytics](https://www.ultralytics.com/?utm_source=huggingface&utm_medium=referral&utm_content=homepage) creates cutting-edge, state-of-the-art (SOTA) [YOLO models](https://www.ultralytics.com/yolo?utm_source=huggingface&utm_medium=referral&utm_content=homepage) built on years of foundational research in computer vision and AI. Constantly updated for performance and flexibility, our models are fast, accurate, and easy to use. They excel at [object detection](https://docs.ultralytics.com/tasks/detect?utm_source=huggingface&utm_medium=referral&utm_content=homepage), [instance segmentation](https://docs.ultralytics.com/tasks/segment?utm_source=huggingface&utm_medium=referral&utm_content=homepage), [semantic segmentation](https://docs.ultralytics.com/tasks/semantic?utm_source=huggingface&utm_medium=referral&utm_content=homepage), [image classification](https://docs.ultralytics.com/tasks/classify?utm_source=huggingface&utm_medium=referral&utm_content=homepage), [depth estimation](https://docs.ultralytics.com/tasks/depth?utm_source=huggingface&utm_medium=referral&utm_content=homepage), [pose estimation](https://docs.ultralytics.com/tasks/pose?utm_source=huggingface&utm_medium=referral&utm_content=homepage) and [oriented object detection](https://docs.ultralytics.com/tasks/obb?utm_source=huggingface&utm_medium=referral&utm_content=homepage) tasks, and can [track](https://docs.ultralytics.com/modes/track?utm_source=huggingface&utm_medium=referral&utm_content=homepage) detected objects across video frames.

Find detailed documentation in the [Ultralytics Docs](https://docs.ultralytics.com/?utm_source=huggingface&utm_medium=referral&utm_content=homepage). Get support via [GitHub Issues](https://github.com/ultralytics/ultralytics/issues/new/choose?utm_source=huggingface&utm_medium=referral&utm_content=homepage). Join discussions on [Discord](https://discord.com/invite/ultralytics?utm_source=huggingface&utm_medium=referral&utm_content=homepage), [Reddit](https://www.reddit.com/r/ultralytics/?utm_source=huggingface&utm_medium=referral&utm_content=homepage), and the [Ultralytics Community Forums](https://community.ultralytics.com/?utm_source=huggingface&utm_medium=referral&utm_content=homepage)!

Request an Enterprise License for commercial use at [Ultralytics Licensing](https://www.ultralytics.com/license?utm_source=huggingface&utm_medium=referral&utm_content=homepage).

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