Fine-grained Dataset

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Surveys:

  1. Deep learning for fine-grained image analysis: A survey [1]: include few-shot classification, few-shot retrieval, and few-shot generation

  2. A survey on deep learningbased fine-grained object classification and semantic segmentation [2]

[1] Xiu-Shen Wei, Jianxin Wu, Quan Cui. “Deep learning for fine-grained image analysis: A survey.” arXiv preprint arXiv:1907.03069 (2019).

[2] Zhao, Bo, et al. “A survey on deep learning-based fine-grained object classification and semantic segmentation.” International Journal of Automation and Computing 14.2 (2017): 119-135.

Datasets:

  1. clothing dataset
  2. car dataset
  3. CUB, Birdsnap
  4. scene dataset
  5. dog dataset
  6. flower dataset
  7. aircraft dataset
  8. Food-101 dataset