CSAILVision / CSAILVision/semantic-segmentation-pytorch

What's validation?

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Dear all,
I know this is a very simple question: but isn't validation used to tune hyperparameters rather than giving accuracy and IoU?
I learned to evaluate on a test set to determine accuracy, but ADE20K did not seem to have a test set with the predicted responses. Is there somebody who can explain me this a bit better?

Thanks a lot,
Cedric

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