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cvlab-epfl / detecting-the-unexpected

Detecting the Unexpected via Image Resynthesis
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Query regarding RBM method #7

Open aggpankaj2 opened 4 years ago

aggpankaj2 commented 4 years ago

Hi @adynathos , Thanks for sharing your work.

I have a doubt. Kindly help resolving.

I am able to run your pipeline via notebook but when i try to run RBM method , for that after semseg i need to run GAN and then RBM. So i am bit confused Why we need to run GAN in RBM method, as RBM itself able to reconstruct road patches. Thanks

adynathos commented 4 years ago

You rightly notice that the RBM method does not need the semantic segmentation nor the GAN outputs.

If you want to run just the RBM method without semseg/GAN, comment out these lines, which load semseg/GAN during anomaly detector execution: https://github.com/cvlab-epfl/detecting-the-unexpected/blob/master/src/a05_differences/E1_article_evaluation.py#L313