ultralytics 8.3.102

v8.3.102 - `ultralytics 8.3.102` YOLOE module refactor (#20010)

on Python PyPI

🌟 Summary

The YOLOE module has undergone a significant refactor in version 8.3.102, introducing new neural network modules and reorganizing the codebase for improved modularity and functionality. This update enhances the framework's flexibility and performance for advanced neural network operations.

📊 Key Changes

• New Modules Introduced:
  • SwiGLUFFN: A feed-forward network tailored for transformer-based architectures.
  • Residual: A module enabling residual connections to enhance learning efficiency.
  • SAVPE: A Spatial-Aware Visual Prompt Embedding module for feature enhancement.
• Code Reorganization:
  • Moved SwiGLUFFN, Residual, and SAVPE from head.py to block.py for better modularity.
  • Updated related documentation to reflect these structural changes.
• Version Update: Incremented version from 8.3.101 to 8.3.102.

🎯 Purpose & Impact

• Purpose:
  • Enhance the framework's capabilities with new modules designed for advanced neural network tasks.
  • Improve code maintainability and modularity by grouping related components logically.
• Impact:
  • Developers gain access to more powerful tools for building and customizing neural networks.
  • The reorganization simplifies the codebase, making it easier to extend and maintain.
  • These updates pave the way for more efficient and scalable model architectures, benefiting both research and production use cases. 🚀

What's Changed

• Remove verbose build_text_model log by @Y-T-G in #19998
• Update GNU links by @glenn-jocher in #20001
• Add fraction argument support for export dataloader by @ambitious-octopus in #19952
• Refactor tablesort.js by @glenn-jocher in #20002
• Remove MkDocs redirects by @glenn-jocher in #20003
• Remove all gh-pages files except vercel.json by @glenn-jocher in #20006
• Fix docs.yml vercel.json handling by @glenn-jocher in #20007
• Parameterize solutions tests by @RizwanMunawar in #19961
• YOLOE: Remove unused argument max_det by @Laughing-q in #20011
• YOLOE: Bypass source check when source is None by @Laughing-q in #20012
• Update models/ docstrings by @glenn-jocher in #20017
• Add https://youtu.be/HMOoM2NwFIQ to docs by @RizwanMunawar in #20020
• Fix scaling ratio calculation in ONNX example by @MrBlackBigWhiteSheep in #20016
• ultralytics 8.3.102 YOLOE module refactor by @Laughing-q in #20010

New Contributors

• @MrBlackBigWhiteSheep made their first contribution in #20016

Full Changelog: v8.3.101...v8.3.102