Mind the Gap: Enlarging the Domain Gap in Open Set Domain Adaptation
Code release for Mind the Gap: Enlarging the Domain Gap in Open Set Domain Adaptation ArXiv
Dataset
OFFICE-Home
Requirements
- python 3.6
- PyTorch 1.1.0
- torchvision 0.3.0
- Tensorflow 1.9.0
- Tensorlayer 1.11
- Tensorboard
- tensorpack
GPU Version
- 1080ti
Training
- Download datasets
- Train:
python Office_Home.py "Art" "Clipart" "0" "A_C" 0.2 0.2 - Description : PyTorch Open-set OFFICE-HOME Training with ResNet50 (PRE-TRAINED WITH IMAGENET).
Citation
please cite:
@misc{chang2020mind,
title={Mind the Gap: Enlarging the Domain Gap in Open Set Domain Adaptation},
author={Dongliang Chang and Aneeshan Sain and Zhanyu Ma and Yi-Zhe Song and Jun Guo},
year={2020},
eprint={2003.03787},
archivePrefix={arXiv},
primaryClass={cs.CV}
}
Reference codes
https://github.com/thuml/easydl