Mid-Push/Moving-Semantic-Transfer-Network

Code in Office-31 and ImageCLEF?

Rigel-1994 opened this issue · 3 comments

Rigel-1994 commented

Can you release the code about the Office-31 and ImageCLEF datasets? I find it really tricky and hard to make it work in both datasets.

Mid-Push commented

Hi, The code for Office will be available in the next few days.
For your own implementation, several tips are offered:

  1. Source images random crop to 256 while Target images center crop (following JAN and DANN )
  2. Image Random flipping (JAN and DANN)
  3. Domain adversarial loss is scaled by 0.1 (G_loss=0.1G_loss, D_loss=0.1D_loss) following DANN.
    Good Luck!
Rigel-1994 commented

Is it OK now?

Mid-Push commented

Hi, the code for office-31 is available now. We also have provided a trained model for your convenience. The preprocessing step is explained at the first page in this project.