Essays about: "BergGAN"

Found 1 essay containing the word BergGAN.

  1. 1. Detecting Non-Natural Objects in a Natural Environment using Generative Adversarial Networks with Stereo Data

    University essay from Linköpings universitet/Datorseende

    Author : Nils Gehlin; Martin Antonsson; [2020]
    Keywords : deep learning; anomaly detection; GAN; BergGAN; pGAN; stereo; non-natural objects; natural environment; multi-modal anomaly detection;

    Abstract : This thesis investigates the use of Generative Adversarial Networks (GANs) for detecting images containing non-natural objects in natural environments and if the introduction of stereo data can improve the performance. The state-of-the-art GAN-based anomaly detection method presented by A. Berget al. in [5] (BergGAN) was the base of this thesis. READ MORE