classification-with-coarse-fine-labels

Code accompanying the paper Weakly Supervised Image Classification with Coarse and Fine Labels.

Usage

• Download the proprecessed cifar100 dataset from https://yadi.sk/d/em4b0FMgrnqxy, put it into data subfolder in your project directory. Credit to @szagoruyko, see here for details.

• Run the experiment with cifar100 training dataset.

  th 5_doall.lua

Model Architecture

Citation

If you find this project useful for your work, please consider cite the paper.

@inproceedings{lei2017weakly,
  title={Weakly Supervised Image Classification with Coarse and Fine Labels},
  author={Lei, Jie and Guo, Zhenyu and Wang, Yang},
  booktitle={Computer and Robot Vision (CRV), 2017 14th Conference on},
  year={2017},
  organization={IEEE}
}

Others

1. This code is initially based on @soumith's code, but with heavy modifications.
2. For more information please refer to the paper.