Improve dataset card: Add paper/code links, abstract, sample usage, update license, task category & tags
#1
by nielsr HF Staff - opened
This Pull Request significantly improves the dataset card for Face4FairShifts by:
- Updating
task_categories: Changed fromfeature-extractiontoimage-classificationto accurately reflect the dataset's primary use for facial attribute recognition and fairness evaluation. - Correcting
license: Updated fromafl-3.0tocc-by-nc-4.0to align with the explicit "RESTRICTED to non-commercial research and educational purposes" statement in the dataset description, ensuring legal clarity. - Adding comprehensive
tags: Includedfairness,robustness,domain-generalization,face,facial-attributes, andbenchmarkfor enhanced discoverability and to better categorize the dataset's focus. Thecodetag was also retained. - Integrating key links: Added direct links to the paper (https://huggingface.co/papers/2509.00658) and the GitHub repository (https://github.com/TurkeyWatanabe/FairDistBench) for easy access to related research and code.
- Adding an "Introduction": Included the paper's abstract as an introduction to provide a concise overview of the dataset's goals and content.
- Providing "Sample Usage": Detailed instructions and code snippets from the GitHub README have been added to guide users on environment setup, dataset processing, and running the evaluation code, making it easier to get started.