├── LICENSE ├── MVTECDataLoader.py ├── README.md ├── VISADataLoader.py ├── assets ├── DeCo-for-UAD.png └── Samples.png ├── diffusion ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── diffusion_utils.cpython-310.pyc │ ├── gaussian_diffusion.cpython-310.pyc │ └── respace.cpython-310.pyc ├── diffusion_utils.py ├── gaussian_diffusion.py ├── respace.py └── timestep_sampler.py ├── evaluation_DeCo_Diff.py ├── ldm ├── __pycache__ │ ├── util.cpython-310.pyc │ └── util.cpython-311.pyc ├── data │ ├── __init__.py │ ├── base.py │ ├── imagenet.py │ └── lsun.py ├── lr_scheduler.py ├── models │ ├── autoencoder.py │ └── diffusion │ │ ├── __init__.py │ │ ├── classifier.py │ │ ├── ddim.py │ │ ├── ddpm.py │ │ └── plms.py ├── modules │ ├── __pycache__ │ │ ├── attention.cpython-310.pyc │ │ └── attention.cpython-311.pyc │ ├── attention.py │ ├── diffusionmodules │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-311.pyc │ │ │ ├── openaimodel.cpython-310.pyc │ │ │ ├── openaimodel.cpython-311.pyc │ │ │ ├── openaimodel2.cpython-310.pyc │ │ │ ├── openaimodel2.cpython-311.pyc │ │ │ ├── util.cpython-310.pyc │ │ │ └── util.cpython-311.pyc │ │ ├── model.py │ │ ├── openaimodel.py │ │ └── util.py │ ├── distributions │ │ ├── __init__.py │ │ └── distributions.py │ ├── ema.py │ ├── encoders │ │ ├── __init__.py │ │ └── modules.py │ ├── image_degradation │ │ ├── __init__.py │ │ ├── bsrgan.py │ │ ├── bsrgan_light.py │ │ ├── utils │ │ │ └── test.png │ │ └── utils_image.py │ ├── losses │ │ ├── __init__.py │ │ ├── contperceptual.py │ │ └── vqperceptual.py │ └── x_transformer.py └── util.py ├── models.py ├── requirements.txt ├── splits ├── mvtec-split.csv └── visa-split.csv └── train_DeCo_Diff.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/farzad-bz/DeCo-Diff/HEAD/LICENSE -------------------------------------------------------------------------------- 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