PyTorch re-implementation of
| category | Paper | My Implementation |
|---|---|---|
| zipper | - | - |
| wood | - | - |
| transistor | - | - |
| toothbrush | - | - |
| tile | - | - |
| screw | - | - |
| pill | - | - |
| metal_nut | - | - |
| leather | - | - |
| hazelnut | - | - |
| grid | - | - |
| carpet | - | - |
| capsule | - | - |
| cable | - | - |
| bottle | - | - |
- CUDA 10.2
- nvidia-docker2
a) Download docker image and run docker container
docker pull taikiinoue45/mvtec:nfad
docker run --runtime nvidia -it --workdir /app --network host taikiinoue45/mvtec:nfad /usr/bin/zsh
b) Download this repository
git clone https://github.com/taikiinoue45/NFAD.git
cd /app/NFAD/nfad
c) Run experiments
sh run.sh
d) Visualize experiments
mlflow ui
- github: https://github.com/taikiinoue45/
- twitter: https://twitter.com/taikiinoue45/
- linkedin: https://www.linkedin.com/in/taikiinoue45/