# New Release: Ultralytics v8.3.62

**URL:** <https://community.ultralytics.com/t/new-release-ultralytics-v8-3-62/693>\
**Category:** Discussion\
**Tags:** releases, announcements, ultralytics-official\
**Created:** [January 16, 2025, 1:20pm UTC](https://community.ultralytics.com/t/new-release-ultralytics-v8-3-62/693 "2025-01-16T13:20:31Z")\
**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:** [January 16, 2025, 1:20pm UTC](https://community.ultralytics.com/t/new-release-ultralytics-v8-3-62/693/1 "2025-01-16T13:20:31Z")

</div>

# 🚀 Ultralytics YOLO v8.3.62 Released! 🎉

We’re excited to announce the release of **Ultralytics YOLO v8.3.62** , bringing significant updates, fixes, and usability improvements! This version focuses on deterministic data augmentation, better developer experience, and overall reliability enhancements.

* * *

## 🌟 Summary

Ultralytics `v8.3.62` introduces improvements crucial for predictable training processes, repository maintenance, and stability, ensuring smoother workflows and enhanced user experience. Here’s a quick glance at the release highlights:

- Deterministic data augmentations with `albumentations>=1.4.21`.
- Enhanced organization with renamed `.yml` workflow files.
- Fixes for occasional dataloader freezes during repeated training runs.
- Updated licensing and documentation headers for a professional and polished product.

* * *

## 📊 Key Changes

### 🔧 New Features

- **Non-Deterministic Transforms Resolved**  
This update addresses randomness in data augmentation pipelines, ensuring reproducible and consistent model training outcomes by introducing support for random seeding.

### 📂 Workflow and Documentation Enhancements

- GitHub workflow files renamed from `.yaml` to `.yml` for better uniformity.
- Licensing headers standardized across all source and config files for clarity and consistency.
- Updated year metadata to **2025** in the documentation for relevance and accuracy.

### 🛠 Bug Fixes

- Fixed sporadic freezes occurring in dataloaders during consecutive training instances, ensuring stable and reliable training environments.

### ✨ Code Clean-Up

- Improved hyperparameter mutation by optimizing access to internal data structures, leading to a more streamlined codebase.

* * *

## 🎯 Purpose & Impact

This release focuses on **ensuring reliability and productivity for Ultralytics YOLO users** :

- **Deterministic Training** : Gain consistent results for debugging and evaluation.
- **Developer-Friendly Updates** : Simplify contributions with better organized workflows and standardized headers.
- **Improved Stability** : Run longer training sessions without issues.
- **Polished Representation** : Showcases Ultralytics as a forward-thinking AI platform with modernized documentation and licensing practices.

Whether you’re a developer, researcher, or student, these changes make your work with YOLO faster, smoother, and frustration-free!

* * *

## 📝 What’s Changed

Below is a list of merged PRs and the contributors behind them:

- Consistent workflow file suffix `.yml` by [@glenn-jocher](https://github.com/glenn-jocher) in [#18668](https://github.com/ultralytics/ultralytics/pull/18668)
- `ci.yml` and `docker.yml` rename by [@glenn-jocher](https://github.com/glenn-jocher) in [#18671](https://github.com/ultralytics/ultralytics/pull/18671)
- Fix MNN example missing BGR-to-RGB conversion by [@jules-ai](https://github.com/jules-ai) in [#18689](https://github.com/ultralytics/ultralytics/pull/18689)
- Remove unused `dict` values in `.items()` with `.values()` by [@Kayzwer](https://github.com/Kayzwer) in [#18651](https://github.com/ultralytics/ultralytics/pull/18651)
- Updated year metadata to 2025 by [@glenn-jocher](https://github.com/glenn-jocher) in [#18695](https://github.com/ultralytics/ultralytics/pull/18695)
- Standardized license headers in Python files by [@pderrenger](https://github.com/pderrenger) in [#18696](https://github.com/ultralytics/ultralytics/pull/18696)
- Fix for sporadic dataloader freezes by [@Y-T-G](https://github.com/Y-T-G) in [#18697](https://github.com/ultralytics/ultralytics/pull/18697)
- Enhanced headers and comments in TOML/YAML files by [@pderrenger](https://github.com/pderrenger) in [#18698](https://github.com/ultralytics/ultralytics/pull/18698)
- Fix non-deterministic transforms using `albumentations` by [@Y-T-G](https://github.com/Y-T-G) in [#18701](https://github.com/ultralytics/ultralytics/pull/18701)

**[Full Change Log](https://github.com/ultralytics/ultralytics/compare/v8.3.61...v8.3.62)**

* * *

## 👋 Welcome New Contributors

A warm welcome and big thanks to **[@jules-ai](https://github.com/jules-ai)** for making their first contribution to the repository! 🎉

* * *

## 📥 How to Get Started

Update to the latest release by running:

```bash
pip install ultralytics --upgrade

```

Explore our [Release Notes](https://github.com/ultralytics/ultralytics/releases/tag/v8.3.62) for more details.

We’d love to hear your thoughts! If you have any feedback or run into issues, drop by the [Discussions](https://github.com/ultralytics/ultralytics/discussions) or [Issues](https://github.com/ultralytics/ultralytics/issues) section.

Happy coding and thank you for being part of the YOLO community! 🚀