Improve dataset card: Add description, paper, code, task categories, tags, and sample usage for Anomaly-ShapeNet

#1
by nielsr HF Staff - opened

This PR significantly enhances the dataset card for Anomaly-ShapeNet (also known as ShapeNetAD) by:

  • Providing a clear description of the dataset's contents and its role in the associated research paper.
  • Linking to the official paper: Bridging 3D Anomaly Localization and Repair via High-Quality Continuous Geometric Representation.
  • Linking to the GitHub repository of the PASDF framework, which uses this dataset: https://github.com/ZZZBBBZZZ/PASDF.
  • Adding relevant task_categories (image-to-3d, 3d-reconstruction) and tags (3d-anomaly-detection, signed-distance-field, point-cloud, geometric-repair) to improve discoverability and provide more context.
  • Including a detailed "Sample Usage" section with code snippets for installation, data download, evaluation, and mesh reconstruction, directly adapted from the PASDF GitHub README to help users get started with the dataset in the context of the framework.
  • Adding the BibTeX citation for the paper.
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