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Model overfitting and not learning #20

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sadrasafa opened this issue Sep 22, 2022 · 1 comment
Open

Model overfitting and not learning #20

sadrasafa opened this issue Sep 22, 2022 · 1 comment

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@sadrasafa
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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
@Junyu-Z
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Junyu-Z commented Oct 22, 2022

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

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@sadrasafa @Junyu-Z