Announcing Ultralytics YOLO v8.2.62 Release! 
Hello YOLO community!
We are excited to announce the release of Ultralytics YOLO v8.2.62! This update brings a host of improvements and new features designed to enhance your experience and streamline your workflows.
Summary
The v8.2.62 update focuses on improving the user experience with the Explorer GUI, enhancing documentation, refining various augmentation and transformation functions, and adding support for better model handling.
Key Changes
- Explorer GUI Enhancements: Improved the Explorer dashboard initialization and added support for dataset splits.
- Documentation Enhancements: Added detailed docstrings to multiple functions and classes, including usage examples.
- Transformations & Augmentations: Implemented additional transformations and refined existing ones with enhanced functionality and documentation.
- Code Quality & Extensibility: Adopted clearer coding practices by refining methods and adding examples, making the codebase more extensible.
Purpose & Impact
- Explorer GUI: Allowing users to select dataset splits (train, val, test) provides flexibility in data exploration.
- Documentation: Improved docstrings will help both new and experienced developers understand the functionality better, leading to easier adoption and contribution.
- Transformations: Enhanced functionalities in transformations will result in more robust image augmentation, benefiting model training and evaluation processes.
- User Experience: These changes cumulatively aim to enhance the user experience, making it more intuitive and easier to perform various tasks in the Ultralytics ecosystem.
These enhancements ensure a smoother workflow and better clarity in code, making users more effective in their development and research tasks. 
What’s Changed
- Pin
pytubefix==6.3.4for YouTube fix by @glenn-jocher in #14571 - Replace
enumerate+ index withzip()by @Kayzwer in #14574 - Engine Model and Results Docs improvements by @glenn-jocher in #14564
- Add Streamlit Inference Python
modelarg by @rulosant in #14563 ultralytics 8.2.62add Explorer CLImodelanddataargs by @glenn-jocher in #14581
New Contributors
Full Changelog: v8.2.61…v8.2.62
We encourage you to try out the new release and share your feedback. Your input is invaluable in helping us improve and evolve Ultralytics YOLO.
Happy coding!