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Published 20 hours ago • verified publisher icon tom-roddick

Model overfitting and not learning

Open sadrasafa opened this issue 2 years ago • 1 comments

I used your script and generated the ground truth labels and then used your code to train the model. However, the model is only overfitting. Train IoUs increase consistently but validation IoUs do not increase.

Screenshot from 2022-09-22 16-06-03 Screenshot from 2022-09-22 16-06-21

sadrasafa avatar Sep 22 '22 13:09 sadrasafa

Hi, what's your final result? Can you reproduce the 19.1% Mean IOU reported in their paper?

Junyu-Z avatar Oct 22 '22 08:10 Junyu-Z