Query regarding RBM method

[aggpankaj2]

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]

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