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CelebA-C: Weather Corruptions

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Zenodo2026-02-07 更新2026-05-26 收录
下载链接:
https://zenodo.org/doi/10.5281/zenodo.18503116
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资源简介:
This dataset is part of the CelebA-C benchmark, a large-scale image corruption dataset derived from the CelebA face dataset for evaluating model robustness under distribution shift. This record contains the weather-based corruption subset, including  brightness fog frost snow each generated at five severity levels on the CelebA test split. Images are stored in HDF5 format with lossless gzip compression and chunked storage to enable efficient loading and reproducible evaluation. The complete CelebA-C benchmark is released as four complementary datasets due to repository size constraints:(i) Celeba_blur.h5(ii) Celeba_noise.h5(iii) Celeba_digital.h5, and(iv) Celeba_weather.h5 Together, these four records constitute the complete CelebA-C dataset.
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Zenodo
创建时间:
2026-02-07
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