Datasets:

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TahaKoleilat

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BiomedCoOp

like 1

This pull request aims to significantly improve the dataset card for the collection of biomedical image classification datasets associated with the "Singular Value Few-shot Adaptation of Vision-Language Models" paper.

Key changes include:

• Adding a descriptive top-level title.
• Providing direct links to the associated paper (Singular Value Few-shot Adaptation of Vision-Language Models) and the GitHub repository (https://github.com/HealthX-Lab/CLIP-SVD).
• Including the paper abstract for comprehensive context regarding the dataset's use.
• Updating the task_categories in the metadata to zero-shot-image-classification and image-to-text to better reflect the capabilities and domain of Vision-Language Models described in the paper.
• Adding vision-language-model and few-shot-learning as additional tags for improved discoverability.
• Consolidating the citation section to include both the "Singular Value Few-shot Adaptation of Vision-Language Models" paper and the "BiomedCoOp" paper, with updated years as per the GitHub repository.
• Removing the generic # Introduction header as the new structure provides better flow.