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README.md
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[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)
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<img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="2%">
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<a href="https://discord.com/invite/ultralytics"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-discord.png" width="2%" alt="Ultralytics Discord"></a>
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Get started today and unlock the full potential of YOLO11! Visit the [Ultralytics Docs](https://docs.ultralytics.com/) for comprehensive guides and resources:
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```bash
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pip install ultralytics
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<img width="100%" src="https://raw.githubusercontent.com/ultralytics/assets/refs/heads/main/yolo/performance-comparison.png"></a>
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</div>
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See the [YOLOv5 Docs](https://docs.ultralytics.com/yolov5/) for full documentation on training, testing and deployment. See below for quickstart examples.
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[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)
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<div style="display: flex; justify-content: center; align-items: center; flex-wrap: wrap; gap: 20px; text-align: center; margin: 5px;">
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<a href="https://github.com/ultralytics/yolov5/actions/workflows/ci-testing.yml">
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<img src="https://github.com/ultralytics/yolov5/actions/workflows/ci-testing.yml/badge.svg" alt="YOLOv5 CI">
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</a>
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<a href="https://zenodo.org/badge/latestdoi/264818686">
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<img src="https://zenodo.org/badge/264818686.svg" alt="YOLOv5 Citation">
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</a>
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<a href="https://hub.docker.com/r/ultralytics/yolov5">
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<img src="https://img.shields.io/docker/pulls/ultralytics/yolov5?logo=docker" alt="Docker Pulls">
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</a>
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<a href="https://discord.com/invite/ultralytics">
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<img alt="Discord" src="https://img.shields.io/discord/1089800235347353640?logo=discord&logoColor=white&label=Discord&color=blue">
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</a>
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<a href="https://community.ultralytics.com/">
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<img alt="Ultralytics Forums" src="https://img.shields.io/discourse/users?server=https%3A%2F%2Fcommunity.ultralytics.com&logo=discourse&label=Forums&color=blue">
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</a>
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<a href="https://reddit.com/r/ultralytics">
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<img alt="Ultralytics Reddit" src="https://img.shields.io/reddit/subreddit-subscribers/ultralytics?style=flat&logo=reddit&logoColor=white&label=Reddit&color=blue">
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</a>
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</div>
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<div style="display: flex; justify-content: center; align-items: center; flex-wrap: wrap; gap: 20px; text-align: center; margin-top: 5px;">
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<a href="https://bit.ly/yolov5-paperspace-notebook">
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<img src="https://assets.paperspace.io/img/gradient-badge.svg" alt="Run on Gradient">
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</a>
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<a href="https://colab.research.google.com/github/ultralytics/yolov5/blob/master/tutorial.ipynb">
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<img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab">
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</a>
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<a href="https://www.kaggle.com/models/ultralytics/yolov5">
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<img src="https://kaggle.com/static/images/open-in-kaggle.svg" alt="Open In Kaggle">
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</a>
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</div>
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YOLOv5 🚀 is the world's most loved vision AI, representing <a href="https://www.ultralytics.com/">Ultralytics</a> open-source research into future vision AI methods, incorporating lessons learned and best practices evolved over thousands of hours of research and development. We hope that the resources here will help you get the most out of YOLOv5. Please browse the YOLOv5 <a href="https://docs.ultralytics.com/yolov5/">Docs</a> for details, raise an issue on <a href="https://github.com/ultralytics/yolov5/issues/new/choose">GitHub</a> for support, and join our <a href="https://discord.com/invite/ultralytics">Discord</a> community for questions and discussions! To request an Enterprise License please complete the form at [Ultralytics Licensing](https://www.ultralytics.com/license).
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<div style="display: flex; justify-content: center; align-items: center; gap: 10px; flex-wrap: wrap; margin-top: 20px;">
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<a href="https://github.com/ultralytics">
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<img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-github.png" width="40px" alt="Ultralytics GitHub">
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</a>
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<img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="40px">
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<a href="https://www.linkedin.com/company/ultralytics/">
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<img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-linkedin.png" width="40px" alt="Ultralytics LinkedIn">
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</a>
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<img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="40px">
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<a href="https://twitter.com/ultralytics">
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<img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-twitter.png" width="40px" alt="Ultralytics Twitter">
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</a>
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<img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="40px">
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<a href="https://youtube.com/ultralytics?sub_confirmation=1">
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<img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-youtube.png" width="40px" alt="Ultralytics YouTube">
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</a>
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<img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="40px">
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<a href="https://www.tiktok.com/@ultralytics">
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<img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-tiktok.png" width="40px" alt="Ultralytics TikTok">
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</a>
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<img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="40px">
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<a href="https://ultralytics.com/bilibili">
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<img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-bilibili.png" width="40px" alt="Ultralytics BiliBili">
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</a>
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<img src="https://github.com/ultralytics/assets/raw/main/social/logo-transparent.png" width="40px">
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<a href="https://discord.com/invite/ultralytics">
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<img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-discord.png" width="40px" alt="Ultralytics Discord">
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</a>
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</div>
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<br>
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<div align="center">
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<h2>YOLO11 🚀 NEW</h2>
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</div>
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We are excited to unveil the launch of Ultralytics YOLO11 🚀, the latest advancement in our state-of-the-art (SOTA) vision models! Available now at **[GitHub](https://github.com/ultralytics/ultralytics)**, YOLO11 builds on our legacy of speed, precision, and ease of use. Whether you're tackling object detection, image segmentation, or image classification, YOLO11 delivers the performance and versatility needed to excel in diverse applications. Get started today and unlock the full potential of YOLO11! Visit the [Ultralytics Docs](https://docs.ultralytics.com/) for comprehensive guides and resources:
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<div style="display: flex; justify-content: center; align-items: center; gap: 10px; margin-top: 20px;">
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<a href="https://badge.fury.io/py/ultralytics">
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<img src="https://badge.fury.io/py/ultralytics.svg" alt="PyPI version">
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</a>
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<a href="https://www.pepy.tech/projects/ultralytics">
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<img src="https://static.pepy.tech/badge/ultralytics" alt="Downloads">
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</a>
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</div>
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```bash
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pip install ultralytics
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<img width="100%" src="https://raw.githubusercontent.com/ultralytics/assets/refs/heads/main/yolo/performance-comparison.png"></a>
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</div>
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<div align="center">
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<h2>Documentation</h2>
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</div>
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See the [YOLOv5 Docs](https://docs.ultralytics.com/yolov5/) for full documentation on training, testing and deployment. See below for quickstart examples.
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