├── LICENSE ├── README.md ├── datasets ├── __init__.py └── mvtec.py ├── figures ├── intro_final.png └── results.png ├── losses ├── __init__.py └── norm_loss.py ├── models ├── __init__.py ├── siamese.py └── stn.py ├── test.py ├── train.py └── utils ├── __init__.py ├── funcs.py └── utils.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MediaBrain-SJTU/RegAD/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MediaBrain-SJTU/RegAD/HEAD/README.md -------------------------------------------------------------------------------- /datasets/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /datasets/mvtec.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MediaBrain-SJTU/RegAD/HEAD/datasets/mvtec.py -------------------------------------------------------------------------------- /figures/intro_final.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MediaBrain-SJTU/RegAD/HEAD/figures/intro_final.png -------------------------------------------------------------------------------- /figures/results.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MediaBrain-SJTU/RegAD/HEAD/figures/results.png -------------------------------------------------------------------------------- /losses/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /losses/norm_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MediaBrain-SJTU/RegAD/HEAD/losses/norm_loss.py -------------------------------------------------------------------------------- /models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /models/siamese.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MediaBrain-SJTU/RegAD/HEAD/models/siamese.py -------------------------------------------------------------------------------- /models/stn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MediaBrain-SJTU/RegAD/HEAD/models/stn.py -------------------------------------------------------------------------------- /test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MediaBrain-SJTU/RegAD/HEAD/test.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MediaBrain-SJTU/RegAD/HEAD/train.py -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MediaBrain-SJTU/RegAD/HEAD/utils/__init__.py -------------------------------------------------------------------------------- /utils/funcs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MediaBrain-SJTU/RegAD/HEAD/utils/funcs.py -------------------------------------------------------------------------------- /utils/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MediaBrain-SJTU/RegAD/HEAD/utils/utils.py --------------------------------------------------------------------------------