ImageNet only pretrained Resnet configs

vikolss / DACS

Code from the paper "DACS: Domain Adaptation via Cross-domain Mixed Sampling"

MIT License

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ImageNet only pretrained Resnet configs #5

Closed qinenergy closed 3 years ago

qinenergy commented 3 years ago

Thanks for the amazing code. I tried both GTA2Cityscape and Synthia2Cityscape. Results can be well-reproduced.

May I ask have you tried to use Imagenet-only pretrained weights for the backbone ? Do we need to take care of some special things?

I tried to use the one used by AdaptSegnet (http://vllab.ucmerced.edu/ytsai/CVPR18/DeepLab_resnet_pretrained_init-f81d91e8.pth) with your default hyper-parameters, but results look weird. I was thinking I missed something.

Thanks in advance!

qinenergy commented 3 years ago

There is a mismatch between param names. Sorry for the interruption. Thanks for the code.

WilhelmT commented 3 years ago

Hi @qinenergy . We have not tried image-net pretraining, but it sounds like a reasonable thing to test. Please share the results if you are able to :)