├── .gitignore ├── BT_dataset.py ├── LICENSE ├── README.md ├── VT_AE.py ├── __pycache__ ├── VT_AE.cpython-37.pyc ├── config.cpython-37.pyc ├── mdn1.cpython-37.pyc ├── model_res18.cpython-37.pyc ├── mvtech.cpython-37.pyc ├── spatial.cpython-37.pyc ├── student_transformer.cpython-37.pyc └── utility_fun.cpython-37.pyc ├── config.py ├── image ├── Ano-VT.png ├── bt_anomaly_dataset.png ├── btad-QR.png ├── btad-results.png ├── mvtec-results.png ├── mvtec_predicted.png └── no-of-gaus-ablation.png ├── mdn1.py ├── model_res18.py ├── mvtech.py ├── pytorch_ssim ├── __init__.py └── __pycache__ │ ├── __init__.cpython-37.pyc │ └── __init__.cpython-38.pyc ├── spatial.py ├── student_transformer.py ├── test.py ├── train.py └── utility_fun.py /.gitignore: -------------------------------------------------------------------------------- 1 | ./__pycache__ 2 | -------------------------------------------------------------------------------- /BT_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/BT_dataset.py -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/README.md -------------------------------------------------------------------------------- /VT_AE.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/VT_AE.py -------------------------------------------------------------------------------- /__pycache__/VT_AE.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/__pycache__/VT_AE.cpython-37.pyc -------------------------------------------------------------------------------- /__pycache__/config.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/__pycache__/config.cpython-37.pyc -------------------------------------------------------------------------------- /__pycache__/mdn1.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/__pycache__/mdn1.cpython-37.pyc -------------------------------------------------------------------------------- /__pycache__/model_res18.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/__pycache__/model_res18.cpython-37.pyc -------------------------------------------------------------------------------- /__pycache__/mvtech.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/__pycache__/mvtech.cpython-37.pyc -------------------------------------------------------------------------------- /__pycache__/spatial.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/__pycache__/spatial.cpython-37.pyc -------------------------------------------------------------------------------- /__pycache__/student_transformer.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/__pycache__/student_transformer.cpython-37.pyc -------------------------------------------------------------------------------- /__pycache__/utility_fun.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/__pycache__/utility_fun.cpython-37.pyc -------------------------------------------------------------------------------- /config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/config.py -------------------------------------------------------------------------------- /image/Ano-VT.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/image/Ano-VT.png -------------------------------------------------------------------------------- /image/bt_anomaly_dataset.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/image/bt_anomaly_dataset.png -------------------------------------------------------------------------------- /image/btad-QR.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/image/btad-QR.png -------------------------------------------------------------------------------- /image/btad-results.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/image/btad-results.png -------------------------------------------------------------------------------- /image/mvtec-results.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/image/mvtec-results.png -------------------------------------------------------------------------------- /image/mvtec_predicted.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/image/mvtec_predicted.png -------------------------------------------------------------------------------- /image/no-of-gaus-ablation.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/image/no-of-gaus-ablation.png -------------------------------------------------------------------------------- /mdn1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/mdn1.py -------------------------------------------------------------------------------- /model_res18.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/model_res18.py -------------------------------------------------------------------------------- /mvtech.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/mvtech.py -------------------------------------------------------------------------------- /pytorch_ssim/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/pytorch_ssim/__init__.py -------------------------------------------------------------------------------- /pytorch_ssim/__pycache__/__init__.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/pytorch_ssim/__pycache__/__init__.cpython-37.pyc -------------------------------------------------------------------------------- /pytorch_ssim/__pycache__/__init__.cpython-38.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/pytorch_ssim/__pycache__/__init__.cpython-38.pyc -------------------------------------------------------------------------------- /spatial.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/spatial.py -------------------------------------------------------------------------------- /student_transformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/student_transformer.py -------------------------------------------------------------------------------- /test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/test.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/train.py -------------------------------------------------------------------------------- /utility_fun.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pankajmishra000/VT-ADL/HEAD/utility_fun.py --------------------------------------------------------------------------------