Improve dataset card: Add paper/code links, metadata, and detailed description

#2
by nielsr HF Staff - opened

This PR significantly enhances the dataset card for the BrainFLORA dataset.

Key improvements include:

  • Corrected License: Updated the license from apache-2.0 to mit, aligning with the project's official GitHub repository.
  • Enriched Metadata: Added task_categories: image-feature-extraction and relevant tags (e.g., neuroscience, multimodal, eeg, meg, fmri, brain-computer-interface, visual-retrieval, visual-reconstruction, visual-captioning) for better discoverability and context.
  • Paper Link: Included a direct link to the associated paper: BrainFLORA: Uncovering Brain Concept Representation via Multimodal Neural Embeddings.
  • Code Link: Added a link to the official GitHub repository for the BrainFLORA code and detailed instructions: https://github.com/LidongYang/BrainFLORA.
  • Comprehensive Description and Usage: Integrated the paper abstract, project overview images, update history, environment setup, raw data download links, and detailed quick training/testing instructions directly from the GitHub README to provide a complete and actionable dataset card. This enables users to understand and utilize the dataset effectively within the BrainFLORA framework.
  • Citations and Acknowledgements: Included the provided BibTeX citations and acknowledgements section from the original repository for proper attribution.
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