thuml / Versatile-Domain-Adaptation

Code Release for "Minimum Class Confusion for Versatile Domain Adaptation"(ECCV2020)

MCC

Code Release for "Minimum Class Confusion for Versatile Domain Adaptation"(ECCV2020)

Dataset

Office-31

Office-31 dataset can be found here.

Office-Home

Office-Home dataset can be found here.

VisDA-2017

VisDA 2017 dataset can be found here in the classification track.

Training

Unsupervised DA

cd pytorch
python train_image_office.py --gpu_id 0 --net ResNet50 --dset office --s_dset_path ../data/office/amazon_list.txt --t_dset_path ../data/office/webcam_list.txt --output_dir mcc-uda-office
python train_image_visda.py --gpu_id 4 --net ResNet101 --dset visda --s_dset_path ../data/visda-2017/train_list.txt --t_dset_path ../data/visda-2017/validation_list.txt --output_dir mcc-uda-visda

Contact

If you have any problem about our code, feel free to contact [e-mail] or describe your problem in Issues.