Raykoooo / IAST

IAST: Instance Adaptive Self-training for Unsupervised Domain Adaptation (ECCV 2020)

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Problem

lrjing opened this issue · comments

Hello, thank you very much for your open source code.
Because of the limited capacity of the GPU, I can only use the weights that you trained with the graphics card T4.
I ran the GTA5 dataset and it was similar to yours.
This is because GitHub has not yet updated the weight of T4 for the Synthia dataset. So I trained this part from scratch.When I started training from scratch, I found that the results were a little poor.I don't understand this question, so I want to consult you.I would also like to ask when you can update the training weights for the Synthia dataset.
Thank you very much.

When using the Synthia dataset, the miou in the log is the mean of the 19 categories, while the miou reported in the paper is the 16/13 category. You need to calculate them manually.

@lrjing We have rerun "SYNTHIA to Cityscapes" on 2 "Tesla T4", and updated the model download link, please check it.