Combining GANs and AutoEncoders for Efficient Anomaly Detection

1 code implementation • 16 Nov 2020 • Fabio Carrara, Giuseppe Amato, Luca Brombin, Fabrizio Falchi, Claudio Gennaro

In this work, we propose CBiGAN -- a novel method for anomaly detection in images, where a consistency constraint is introduced as a regularization term in both the encoder and decoder of a BiGAN.

Adversarial Attack Image Classification +1