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GAIA-vision / GAIA-ssl

Apache License 2.0
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Config for fine-tuning subnet on Cityscapes #4

Open tommiekerssies opened 1 year ago

tommiekerssies commented 1 year ago

Hi, would you mind sharing the config for fine-tuning a subnet on Cityscapes? Thanks in advance!

NickChang97 commented 1 year ago

Hi, sorry for delayed reply. For semantic segmentation, please refer to https://github.com/WXinlong/DenseCL/blob/main/benchmarks/detection/README.md. About object detection and semi classification, please refer to https://github.com/open-mmlab/mmselfsup/blob/openselfsup/docs/MODEL_ZOO.md

tommiekerssies commented 1 year ago

Thanks for your response. I notice for DenseCL they use contract_dilation=True. This is not possible in your DynamicResnet. Did you not use this in your experiments? Also, for the FCNHead, do you change it depending on the subnet? For example, do you scale the number of channels by 1/4 of the number of in_channels from the DynamicResnet?

NickChang97 commented 1 year ago

I have manipulated the dynamic resnet in my mmsegmentation repo, it's really my fault to forget this, I have update the codes. And I didn't scale the number of channels of FCNHead.

tommiekerssies commented 1 year ago

Great, again, thanks a lot!