How to implement from SYNTHIA to Cityscapes?

[feipanir]

Hello, I am re implementing the adaptation from SYNTHIA to Cityscapes. Except for the image size [1280, 760], I used the exact same setting up with GTA5->Cityscapes, including init parameters, learning rate, iterations, ect. But according to my training result, i could only get the best mIOU: 39.1% for 16 classes. I would like to ask, how should I improve to get the similar performance as in your paper. It is shown as below:

[tuanhungvu]

Hello @feipan664 , for the training on synthia, we keep most hyper-params used in the GTA5 experiment. The only difference is that we set MAX_ITERS = 90000.
Best,
T-H

[feipanir]

Thanks so much for your reply!

[tuanhungvu]

Please check this repo for synthia->cityscapes experiments https://github.com/valeoai/DADA
Solved #12