Improve model card with detailed information from paper and GitHub README

#1
by nielsr HF Staff - opened

This PR significantly enhances the model card for RecNeXt-A1 by integrating a wealth of information from its associated paper and the GitHub repository's README.

Key additions include:

  • The full paper abstract for better context.
  • A "Recent Updates" section to track development.
  • Detailed "Latency Measurement" with illustrative images.
  • Comprehensive "ImageNet (Training and Evaluation)" instructions covering data preparation, training, testing, fused model evaluation, and model publishing, greatly improving reproducibility.
  • Performance metrics and relevant links for "Downstream Tasks" such as Object Detection and Semantic Segmentation.
  • An "Ablation Study" section, providing insights into the model's design choices and variants.
  • A dedicated "Limitations" section for transparency.
  • An "Acknowledgement" section to credit related work.

These improvements provide a much more complete and useful resource for researchers and users interested in RecNeXt-A1.

suous changed pull request status to merged

Thank you for helping me fix my mistakes and improve the README content.
I will carefully review the details on GitHub later and update the model cards accordingly.

Thanks again.

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