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Robust Image Segmentation Quality Assessment
Deep learning based image segmentation methods have achieved great success, even having human-level accuracy in some applications.
Unsupervised anomaly localization using VAE and beta-VAE
An VAE trained on normal images is expected to only be able to reconstruct normal images, allowing the localization of anomalous pixels in an image via manipulating information within the VAE ELBO loss.
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