├── .gitignore ├── EMoR ├── CRF_SonyA7S2_3.txt ├── CRF_SonyA7S2_5.txt ├── EMoR.py ├── dorfCurves.txt ├── emor.txt ├── invemor.txt └── test_EMoR.py ├── README.md ├── SID_Sony_15_paired.txt ├── SID_Sony_paired.txt ├── __init__.py ├── camera_params └── release │ ├── CanonEOS5D4_params.npy │ ├── CanonEOS700D_params.npy │ ├── CanonEOS70D_params.npy │ ├── NikonD850_params.npy │ └── SonyA7S2_params.npy ├── dataset ├── Sony_test.txt ├── Sony_train.txt ├── Sony_val.txt ├── __init__.py ├── lmdb_dataset.py ├── sid_dataset.py └── torchdata.py ├── engine.py ├── images_github ├── assumpation.png ├── different_bacbones.png ├── different_noise_models.png ├── framework.png ├── intro.png └── iter.png ├── models ├── ELD_model.py ├── ELD_model_iter.py ├── __init__.py ├── arch │ ├── NAFNet.py │ ├── Unet.py │ └── __init__.py ├── base_model.py ├── losses.py └── networks.py ├── noise.py ├── options ├── __init__.py ├── base_option.py └── eld │ ├── __init__.py │ ├── base_options.py │ └── train_options.py ├── test_ELD.py ├── test_SID.py ├── train_real.py ├── train_syn.py ├── util ├── __init__.py ├── index.py ├── lmdb_data.py ├── process.py └── util.py └── vis_data.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/.gitignore -------------------------------------------------------------------------------- /EMoR/CRF_SonyA7S2_3.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/EMoR/CRF_SonyA7S2_3.txt -------------------------------------------------------------------------------- /EMoR/CRF_SonyA7S2_5.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/EMoR/CRF_SonyA7S2_5.txt -------------------------------------------------------------------------------- /EMoR/EMoR.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/EMoR/EMoR.py -------------------------------------------------------------------------------- /EMoR/dorfCurves.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/EMoR/dorfCurves.txt -------------------------------------------------------------------------------- /EMoR/emor.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/EMoR/emor.txt -------------------------------------------------------------------------------- /EMoR/invemor.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/EMoR/invemor.txt -------------------------------------------------------------------------------- /EMoR/test_EMoR.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/EMoR/test_EMoR.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/README.md -------------------------------------------------------------------------------- /SID_Sony_15_paired.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/SID_Sony_15_paired.txt -------------------------------------------------------------------------------- /SID_Sony_paired.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/SID_Sony_paired.txt -------------------------------------------------------------------------------- /__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /camera_params/release/CanonEOS5D4_params.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/camera_params/release/CanonEOS5D4_params.npy -------------------------------------------------------------------------------- /camera_params/release/CanonEOS700D_params.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/camera_params/release/CanonEOS700D_params.npy -------------------------------------------------------------------------------- /camera_params/release/CanonEOS70D_params.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/camera_params/release/CanonEOS70D_params.npy -------------------------------------------------------------------------------- /camera_params/release/NikonD850_params.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/camera_params/release/NikonD850_params.npy -------------------------------------------------------------------------------- /camera_params/release/SonyA7S2_params.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/camera_params/release/SonyA7S2_params.npy -------------------------------------------------------------------------------- /dataset/Sony_test.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/dataset/Sony_test.txt -------------------------------------------------------------------------------- /dataset/Sony_train.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/dataset/Sony_train.txt -------------------------------------------------------------------------------- /dataset/Sony_val.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/dataset/Sony_val.txt -------------------------------------------------------------------------------- /dataset/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/dataset/__init__.py -------------------------------------------------------------------------------- /dataset/lmdb_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/dataset/lmdb_dataset.py -------------------------------------------------------------------------------- /dataset/sid_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/dataset/sid_dataset.py -------------------------------------------------------------------------------- /dataset/torchdata.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/dataset/torchdata.py -------------------------------------------------------------------------------- /engine.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/engine.py -------------------------------------------------------------------------------- /images_github/assumpation.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/images_github/assumpation.png -------------------------------------------------------------------------------- /images_github/different_bacbones.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/images_github/different_bacbones.png -------------------------------------------------------------------------------- /images_github/different_noise_models.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/images_github/different_noise_models.png -------------------------------------------------------------------------------- /images_github/framework.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/images_github/framework.png -------------------------------------------------------------------------------- /images_github/intro.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/images_github/intro.png -------------------------------------------------------------------------------- /images_github/iter.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/images_github/iter.png -------------------------------------------------------------------------------- /models/ELD_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/models/ELD_model.py -------------------------------------------------------------------------------- /models/ELD_model_iter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/models/ELD_model_iter.py -------------------------------------------------------------------------------- /models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/models/__init__.py -------------------------------------------------------------------------------- /models/arch/NAFNet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/models/arch/NAFNet.py -------------------------------------------------------------------------------- /models/arch/Unet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/models/arch/Unet.py -------------------------------------------------------------------------------- /models/arch/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/models/arch/__init__.py -------------------------------------------------------------------------------- /models/base_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/models/base_model.py -------------------------------------------------------------------------------- /models/losses.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/models/losses.py -------------------------------------------------------------------------------- /models/networks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/models/networks.py -------------------------------------------------------------------------------- /noise.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/noise.py -------------------------------------------------------------------------------- /options/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /options/base_option.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/options/base_option.py -------------------------------------------------------------------------------- /options/eld/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /options/eld/base_options.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/options/eld/base_options.py -------------------------------------------------------------------------------- /options/eld/train_options.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/options/eld/train_options.py -------------------------------------------------------------------------------- /test_ELD.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/test_ELD.py -------------------------------------------------------------------------------- /test_SID.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/test_SID.py -------------------------------------------------------------------------------- /train_real.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/train_real.py -------------------------------------------------------------------------------- /train_syn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/train_syn.py -------------------------------------------------------------------------------- /util/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /util/index.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/util/index.py -------------------------------------------------------------------------------- /util/lmdb_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/util/lmdb_data.py -------------------------------------------------------------------------------- /util/process.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/util/process.py -------------------------------------------------------------------------------- /util/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/util/util.py -------------------------------------------------------------------------------- /vis_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wyf0912/ExposureDiffusion/HEAD/vis_data.py --------------------------------------------------------------------------------