paper-with-me

Clothing1M

홈페이지 · 논문 288편

Clothing1M contains 1M clothing images in 14 classes. It is a dataset with noisy labels, since the data is collected from several online shopping websites and include many mislabelled samples. This dataset also contains 50k, 14k, and 10k images with clean labels for training, validation, and testing, respectively. Source: Label-Noise Robust Generative Adversarial Networks Image Source: https://openaccess.thecvf.com/content_cvpr_2015/papers/Xiao_Learning_From_Massive_2015_CVPR_paper.pdf

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벤치마크

Image Classification on Clothing1M 결과 51개
Learning with noisy labels on Clothing1M 결과 10개
Image Classification on Clothing1M (using clean data) 결과 9개
Learning with noisy labels on Clothing1M (using clean data) 결과 2개