# New Release: Ultralytics v8.2.59

**URL:** <https://community.ultralytics.com/t/new-release-ultralytics-v8-2-59/115>\
**Category:** Discussion\
**Tags:** ultralytics-official, releases, announcements\
**Created:** [July 18, 2024, 12:32am UTC](https://community.ultralytics.com/t/new-release-ultralytics-v8-2-59/115 "2024-07-18T00:32:01Z")\
**Posts on this page:** 1\
**Page:** 1

<div class="post-metadata">

**Author:** ![glenn-jocher](https://sea1.discourse-cdn.com/flex001/user_avatar/community.ultralytics.com/glenn-jocher/32/83_2.png) [@glenn-jocher](https://community.ultralytics.com/u/glenn-jocher)\
**Post date:** [July 18, 2024, 12:32am UTC](https://community.ultralytics.com/t/new-release-ultralytics-v8-2-59/115/1 "2024-07-18T00:32:01Z")

</div>

## 🚀 Announcing Ultralytics v8.2.59 Release!

Hello Ultralytics Community!

We are thrilled to announce the release of **Ultralytics v8.2.59**! This update brings a host of enhancements and fixes designed to improve your experience and the performance of your models. Here’s a quick rundown of what’s new:

### 🌟 Key Features and Improvements

- **Model Training Simplification** : Training commands now use more specific model types (`yolov8n-pose.pt`, `yolov8n-seg.pt`), making it easier to select the correct model for your tasks.
- **Kaggle Integration Guide** : A comprehensive guide to using Kaggle, complete with new features and troubleshooting sections, is now available. Leverage Kaggle’s free cloud computing resources for training and evaluating your models.
- **Enhanced Documentation** : Improved annotation and result management documentation for `FastSAM` and `SAM` models, making it more accessible for new users.
- **Improved Result Handling** : Better management of predicted results for various YOLO model types (detection, OBB, pose, and segmentation) with support for txt saving.
- **User Notifications** : A new warning for incorrect mAP calculations when `save_hybrid=True` is enabled, ensuring more accurate evaluation processes.

### 📊 Detailed Changes

- **Fix `model` parameter in Pose, Segment dataset train examples** by [@lunarifish](https://github.com/lunarifish) in [#14505](https://github.com/ultralytics/ultralytics/pull/14505)
- **Warn on `save_hybrid=True`** by [@glenn-jocher](https://github.com/glenn-jocher) in [#14484](https://github.com/ultralytics/ultralytics/pull/14484)
- **Remove redundant assignment** by [@aryanjassal](https://github.com/aryanjassal) in [#14498](https://github.com/ultralytics/ultralytics/pull/14498)
- **Update `FastSAM` and `SAM` docs** by [@Laughing-q](https://github.com/Laughing-q) in [#14499](https://github.com/ultralytics/ultralytics/pull/14499)
- **Add Kaggle Integrations Docs Page** by [@abirami-vina](https://github.com/abirami-vina) in [#14487](https://github.com/ultralytics/ultralytics/pull/14487)
- **Fix `Enable Tracking` Button and Optimize FPS in Streamlit Application** by [@lakshanthad](https://github.com/lakshanthad) in [#14508](https://github.com/ultralytics/ultralytics/pull/14508)
- **`ultralytics 8.2.59` use `Results.save_txt` for validation** by [@Laughing-q](https://github.com/Laughing-q) in [#14496](https://github.com/ultralytics/ultralytics/pull/14496)

### 🎉 New Contributors

We are excited to welcome our new contributors:

- [@lunarifish](https://github.com/lunarifish) made their first contribution in [#14505](https://github.com/ultralytics/ultralytics/pull/14505)
- [@aryanjassal](https://github.com/aryanjassal) made their first contribution in [#14498](https://github.com/ultralytics/ultralytics/pull/14498)

### 🔗 Full Changelog

For a complete list of changes, check out the [full changelog](https://github.com/ultralytics/ultralytics/compare/v8.2.58...v8.2.59).

We encourage you to try out the new release and share your feedback. Your input is invaluable in helping us improve Ultralytics YOLO. Thank you for being a part of our community!

**Release URL** : [Ultralytics v8.2.59](https://github.com/ultralytics/ultralytics/releases/tag/v8.2.59)

Happy coding! 🚀