KAIR
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
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최종 버전 다운로드 (.zip)- meta_info_DAVIS_train_GT.txt
- meta_info_DVD_train_GT.txt
- meta_info_GoPro_train_GT.txt
- meta_info_REDS_GT.txt
- meta_info_Vimeo90K_test_fast_GT.txt
- meta_info_Vimeo90K_test_GT.txt
- meta_info_Vimeo90K_test_medium_GT.txt
- meta_info_Vimeo90K_test_slow_GT.txt
- meta_info_Vimeo90K_train_GT.txt
- __init__.py
- dataset_blindsr.py
- dataset_dncnn.py
- dataset_dnpatch.py
- dataset_dpsr.py
- dataset_fdncnn.py
- dataset_ffdnet.py
- dataset_jpeg.py
- dataset_l.py
- dataset_plain.py
- dataset_plainpatch.py
- dataset_sr.py
- dataset_srmd.py
- dataset_usrnet.py
- dataset_video_test.py
- dataset_video_train.py
- select_dataset.py
- README_RVRT.md
- README_SwinIR.md
- README_VRT.md
- denoising_01.png
- denoising_02.png
- face_01_comparison.png
- face_04_comparison.png
- face_08_comparison.png
- face_10_comparison.png
- face_12_comparison.png
- face_13_comparison.png
- imdn.png
- imdn_block.png
- palace.png
- palace_HSCU.png
- real_denoising_01.png
- k_large_1.png
- k_large_2.png
- kernels_12.mat
- kernels_bicubicx234.mat
- Levin09.mat
- srmd_pca_matlab.mat
- 163085_cbm3d_2836.png
- 163085_dncnn_2868.png
- 163085_drunet_2928.png
- 163085_ffdnet_2875.png
- 163085_ircnn_2869.png
- 163085_noisy_1499.png
- 163085_cbm3d_2836.png
- 163085_dncnn_2868.png
- 163085_drunet_2928.png
- 163085_ffdnet_2875.png
- 163085_ircnn_2869.png
- 163085_noisy_1499.png
- 05_bm3d_2582.png
- 05_dncnn_2683.png
- 05_drunet_2731.png
- 05_ffdnet_2692.png
- 05_noisy_1478.png
- 05_bm3d_2582.png
- 05_dncnn_2683.png
- 05_drunet_2731.png
- 05_ffdnet_2692.png
- 05_noisy_1478.png
- Cal_PSNRSSIM.m
- center_replace.m
- main_denoising_color.m
- main_denoising_gray.m
- modcrop.m
- README.md
- shave.m
- zoom_function.m
- dncnn_25.pth
- README.md
- __init__.cpython-38.pyc
- fused_act.cpython-38.pyc
- upfirdn2d.cpython-38.pyc
- __init__.py
- deform_attn.py
- deform_attn_cuda_kernel.cu
- deform_attn_cuda_pt109.cpp
- deform_attn_cuda_pt110.cpp
- deform_attn_ext.cpp
- fused_act.py
- fused_bias_act.cpp
- fused_bias_act_kernel.cu
- upfirdn2d.cpp
- upfirdn2d.py
- upfirdn2d_kernel.cu
- basicblock.py
- einstein.png
- loss.py
- loss_ssim.py
- model_base.py
- model_gan.py
- model_plain.py
- model_plain2.py
- model_plain4.py
- model_vrt.py
- network_discriminator.py
- network_dncnn.py
- network_dpsr.py
- network_faceenhancer.py
- network_feature.py
- network_ffdnet.py
- network_imdn.py
- network_msrresnet.py
- network_rrdb.py
- network_rrdbnet.py
- network_rvrt.py
- network_srmd.py
- network_swinir.py
- network_unet.py
- network_usrnet.py
- network_usrnet_v1.py
- network_vrt.py
- select_model.py
- select_network.py
- 001_train_rvrt_videosr_bi_reds_30frames.json
- 002_train_rvrt_videosr_bi_vimeo_14frames.json
- 003_train_rvrt_videosr_bd_vimeo_14frames.json
- 004_train_rvrt_videodeblurring_dvd.json
- 005_train_rvrt_videodeblurring_gopro.json
- 006_train_rvrt_videodenoising_davis.json
- train_swinir_car_jpeg.json
- train_swinir_denoising_color.json
- train_swinir_denoising_gray.json
- train_swinir_sr_classical.json
- train_swinir_sr_lightweight.json
- train_swinir_sr_realworld_x4_gan.json
- train_swinir_sr_realworld_x4_psnr.json
- 001_train_vrt_videosr_bi_reds_6frames.json
- 002_train_vrt_videosr_bi_reds_16frames.json
- 003_train_vrt_videosr_bi_vimeo_7frames.json
- 004_train_vrt_videosr_bd_vimeo_7frames.json
- 005_train_vrt_videodeblurring_dvd.json
- 006_train_vrt_videodeblurring_gopro.json
- 007_train_vrt_videodeblurring_reds.json
- 008_train_vrt_videodenoising_davis.json
- 009_train_vrt_videofi_vimeo_4frames.json
- train_bsrgan_x4_gan.json
- train_bsrgan_x4_psnr.json
- train_dncnn.json
- train_dpsr.json
- train_drunet.json
- train_fdncnn.json
- train_ffdnet.json
- train_imdn.json
- train_msrresnet_gan.json
- train_msrresnet_psnr.json
- train_rrdb_psnr.json
- train_srmd.json
- train_usrnet.json
- __init__.cpython-38.pyc
- config.cpython-38.pyc
- data_augment.cpython-38.pyc
- wider_face.cpython-38.pyc
- img_list.txt
- __init__.py
- config.py
- data_augment.py
- wider_face.py
- __init__.py
- net.py
- retinaface.py
- __init__.cpython-38.pyc
- prior_box.cpython-38.pyc
- prior_box.py
- __init__.cpython-38.pyc
- multibox_loss.cpython-38.pyc
- __init__.py
- multibox_loss.py
- __init__.py
- __init__.py
- py_cpu_nms.py
- __init__.py
- box_utils.py
- timer.py
- README.md
- retinaface_detection.py
- create_lmdb.py
- extract_subimages.py
- prepare_DAVIS.py
- prepare_DVD.py
- prepare_GoPro_as_video.py
- prepare_UDM10.py
- regroup_reds_dataset.py
- evaluate_video_deblurring.m
- generate_LR_UDM10_BD.m
- generate_LR_Vimeo90K.m
- generate_LR_Vimeo90K_BD.m
- face_01.png
- face_02.png
- face_03.png
- face_04.png
- face_05.png
- face_06.png
- face_07.png
- face_08.png
- face_09.png
- face_10.png
- face_11.png
- face_12.png
- face_13.png
- face_14.png
- 01.png
- 02.png
- 03.png
- 04.png
- 05.png
- 06.png
- 07.png
- 08.png
- 09.png
- 10.png
- 11.png
- 12.png
- baby.bmp
- bird.bmp
- butterfly.bmp
- head.bmp
- woman.bmp
- README.md
- README.md
- README.md
- test.bmp
- test.png
- utils_alignfaces.py
- utils_blindsr.py
- utils_bnorm.py
- utils_deblur.py
- utils_dist.py
- utils_googledownload.py
- utils_image.py
- utils_lmdb.py
- utils_logger.py
- utils_mat.py
- utils_matconvnet.py
- utils_model.py
- utils_modelsummary.py
- utils_option.py
- utils_params.py
- utils_receptivefield.py
- utils_regularizers.py
- utils_sisr.py
- utils_video.py
- utils_videoio.py
- LICENSE
- main_challenge_sr.py
- main_download_pretrained_models.py
- main_test_dncnn.py
- main_test_dncnn3_deblocking.py
- main_test_dpsr.py
- main_test_face_enhancement.py
- main_test_fdncnn.py
- main_test_ffdnet.py
- main_test_imdn.py
- main_test_ircnn_denoiser.py
- main_test_msrresnet.py
- main_test_rrdb.py
- main_test_rvrt.py
- main_test_srmd.py
- main_test_swinir.py
- main_test_usrnet.py
- main_test_vrt.py
- main_train_dncnn.py
- main_train_drunet.py
- main_train_gan.py
- main_train_psnr.py
- main_train_usrnet.py
- main_train_vrt.py
- README.md
- requirement.txt
// repository documentation
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