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DeepFashion

Fashion image retrieval task aims to search relevant clothing items of a query image from the gallery. The previous recipes focus on designing different distance-based loss functions, pulling relevant pairs to be close and pushing irrelevant images apart. However, these methods ignore fine-grained features (e.g. neckband, cuff) of clothing images.

Data and Resources

Cite this as

Jinkuan Zhu, Hao Huang, Qiao Deng, Xiyao Li (2024). Dataset: DeepFashion. https://doi.org/10.57702/0kbcvyos

DOI retrieved: December 2, 2024

Additional Info

Field Value
Created December 2, 2024
Last update December 2, 2024
Defined In https://doi.org/10.48550/arXiv.2003.12267
Citation
  • https://doi.org/10.48550/arXiv.1810.11610
  • https://doi.org/10.48550/arXiv.2003.00696
  • https://doi.org/10.48550/arXiv.1910.08292
  • https://doi.org/10.48550/arXiv.2004.04572
  • https://doi.org/10.48550/arXiv.1909.13819
  • https://doi.org/10.48550/arXiv.1905.12794
  • https://doi.org/10.48550/arXiv.2302.08902
  • https://doi.org/10.48550/arXiv.2405.15244
  • https://doi.org/10.48550/arXiv.2005.00419
Author Jinkuan Zhu
More Authors
Hao Huang
Qiao Deng
Xiyao Li
Homepage https://mmlab.ie.cuhk.edu.hk/~xliyao/deepfashion/