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This PR contains the following updates:
8.2.50->8.2.51Release Notes
ultralytics/ultralytics (ultralytics)
### [`v8.2.51`](https://togithub.com/ultralytics/ultralytics/releases/tag/v8.2.51): - `ultralytics 8.2.51` update YOLOv9 `GITHUB_ASSETS_NAMES` (#14261) [Compare Source](https://togithub.com/ultralytics/ultralytics/compare/v8.2.50...v8.2.51) ##### 🌟 Summary Ultralytics v8.2.51 introduces crucial updates for enhanced Docker environments and ensures better TensorRT compatibility, aimed at delivering a more reliable and efficient user experience. ##### 📊 Key Changes - **Dockerfile Enhancements**: - Addition of `wget` to the list of installed packages across multiple Dockerfiles. - Inclusion of specific version pinning for `tensorrt-cu12` to avoid known bugs. - Removal of unnecessary TensorRT installation command in the base Dockerfile. - **Documentation Updates**: - Expanded details on pose estimation models, including an index mapping of keypoints to body parts. - Minor tweaks in the Google Colab documentation for better readability. - **Codebase Adjustments**: - Version pinning changes in TensorRT to ensure compatibility and avoid breaking changes. - Inclusion of additional authors in documentation files. ##### 🎯 Purpose & Impact - **Improved Docker Images**: - 🐳 Adding `wget` helps in more versatile script execution and package handling inside Docker containers. - 🧩 Pinning `tensorrt-cu12` to version 10.1.0 prevents compatibility issues and avoids bugs introduced in version 10.2.0. - **Enhanced User Guidance**: - 📚 Expanded documentation on pose models provides clearer insights for users working on pose estimation tasks, aiding in better understanding and application. - **Increased Stability**: - 📐 Version-specific requirements for TensorRT guarantee a smoother setup and operation, minimizing unexpected errors during model export and execution. These updates collectively aim to provide a more robust and user-friendly experience for developers and users working with Ultralytics' tools and models. 🚀 ##### What's Changed - Pin `tensorrt<=10.1.0` to fix `libnvinfer_builder_resource_win.so.10.2.0` error by [@glenn-jocher](https://togithub.com/glenn-jocher) in [https://github.com/ultralytics/ultralytics/pull/14239](https://togithub.com/ultralytics/ultralytics/pull/14239) - Dockerfile install `tensorrt-cu12==10.1.0` by [@glenn-jocher](https://togithub.com/glenn-jocher) in [https://github.com/ultralytics/ultralytics/pull/14240](https://togithub.com/ultralytics/ultralytics/pull/14240) - Update Pose docs with keypoint explanations by [@darouwan](https://togithub.com/darouwan) in [https://github.com/ultralytics/ultralytics/pull/14248](https://togithub.com/ultralytics/ultralytics/pull/14248) - `ultralytics 8.2.51` update YOLOv9 `GITHUB_ASSETS_NAMES` by [@Laughing-q](https://togithub.com/Laughing-q) in [https://github.com/ultralytics/ultralytics/pull/14261](https://togithub.com/ultralytics/ultralytics/pull/14261) **Full Changelog**: https://github.com/ultralytics/ultralytics/compare/v8.2.50...v8.2.51Configuration
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