jeremycjm / ccst Goto Github PK
View Code? Open in Web Editor NEWOfficial repo for the WACV 2023 paper: Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer.
License: Creative Commons Zero v1.0 Universal
Official repo for the WACV 2023 paper: Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer.
License: Creative Commons Zero v1.0 Universal
If possible, could you please share the model weights directly? I have observed that the GitHub link to the weights is currently inactive.
Download decoder.pth / vgg_normalized.pth and put them under ./style_transfer/AdaIN/models/
.
Dear author:
I am glad to see your work and I found you say you use the SGD with lr=1e-3,
so I would like to know that do you use some common learning rate decay strategys and other details about fine-tuning?
I would appreciate it if you could reply soon!
Best regards,
Zhenyu Liu
## PACS, Overall, K=3
python data_list_generator.py --dataset PACS --target art_painting --mode overall --style adain --K 3 &
python data_list_generator.py --dataset PACS --target cartoon --mode overall --style adain --K 3 &
python data_list_generator.py --dataset PACS --target photo --mode overall --style adain --K 3 &
python data_list_generator.py --dataset PACS --target sketch --mode overall --style adain --K 3 &
As shown above, if I run the command, there would not exist a really 'target' domain, which is defined following the leave-one-domain-out setting.
Therefore, should I remove all &
and choose the one our own experiment needs the most???
hi,Im interested in your work.Recently i run the code.But it need tensorflow.So i
m wondering which version should i install.
This is the wonderful work that I have learned a lot from. I want to know when will the code be released. Thanks very much.
I am attempting to run feddg using the following command:
python fed_run.py --mode fedavg --dg_method 'feddg' --source art_painting cartoon sketch --target photo --log
Unfortunately, I have encountered an error which states that there are missing files called img_{sample_name}.npy
. I was wondering if you could kindly provide me with instructions on how to create the npy file for the data and assist me in resolving this issue.
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