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How can I run Cityscapes example on a test set? #24

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mikhailkonyk opened this issue Jul 29, 2019 · 3 comments
Open

How can I run Cityscapes example on a test set? #24

mikhailkonyk opened this issue Jul 29, 2019 · 3 comments

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@mikhailkonyk
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mikhailkonyk commented Jul 29, 2019

Hello, collegues! I've trained BoxERFNet, and now I wanna run this model on a test set to evaluate it.
I checked the source code(train.py) and established 'test' in place of 'test' in 80th string. But there was falure, the evaluated metrics were incorrect(e.g. 0.0 and 0.0). Can you explain me, what I need to do to evaluate model on a test set?
I guess that problem is on 'validate' function(241th string), because confusion_matrix_update(268th string) tensors are really different in test and val sets.

@shrubb
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shrubb commented Jul 29, 2019

There is no ground truth data for the test set. You can only view your test score by signing up to Cityscapes' website and uploading your predictions there.

@mikhailkonyk
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i.e. there is no ability to run model on test set?(on your example code)

@shrubb
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shrubb commented Aug 6, 2019

Yes, if you want that, I think you'll have to change my code a bit (it should be trivial).

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