michalsr / regions

Region-Based Representations Revisited (CVPR 2024)

Code for Region-Based Representations Revisited

Installation

pip install -r requirements.txt The requirements.txt uses PyTorch 1.13 and CUDA 11.3 but earlier versions should work as well.

To generate region features, please go to Region_Features

For a specific application, please click on the relevant folder.

Citation

If you use this work or find it helpful, please consider citing: (bibtex)

@inproceedings{regions,
      author = {Michal Shlapentokh{-}Rothman*, and Ansel Blume* and Yao Xiao and Yuqun Wu and Sethuraman TV and Heyi Tao and Jae Yong Lee and Wilfredo Torres and Yu-Xiong Wang and Derek Hoiem},
      title = {Region-Based Representations Revisited},
      booktitle = {Conference on Computer Vision and Pattern Recognition (CVPR)},
      year = {2024}
  }