This repo contains the Pytorch implementation of our paper:
Deep One-Class Classification via Interpolated Gaussian Descriptor
Yuanhong Chen, [Yu Tian](https://yutianyt.com/), Guansong Pang, Gustavo Carneiro.
Please download the MVTec AD dataset
Please download the Hyper-Kvasir Anomaly Detection Dataset from this link.
After the setup, simply run the following command to train/test the global/local model:
./job.sh
If you find this repo useful for your research, please consider citing our paper:
@inproceedings{chen2022deep,
title={Deep one-class classification via interpolated gaussian descriptor},
author={Chen, Yuanhong and Tian, Yu and Pang, Guansong and Carneiro, Gustavo},
booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
volume={36},
number={1},
pages={383--392},
year={2022}
}