Update scripts/2_generate_iqa_detail.py
Browse files- scripts/2_generate_iqa_detail.py +151 -134
scripts/2_generate_iqa_detail.py
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import json
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# ir dataset dictionary:
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base_rt = f'/home/
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dataset_dict = {
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# Image Restoration
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## Super Resolution (3)
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"HR": {
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"Low Resolution": {
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},
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## Derain (5)
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"Rain": {
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},
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## Deraindrop (2)
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"RainDrop": {
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},
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## Dehaze (5)
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"Fog":{
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},
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## Denoise (9)
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"Noise": {
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},
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## Desnow (2)
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"Snow": {
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},
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## Deblur (3)
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"Blur": {
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},
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## Lowlight (6)
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"Low-light": {
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},
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## Others (1)
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"Unknown": {
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},
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}
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import json
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# ir dataset dictionary:
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base_rt = f'/home/work/shared-fi-datasets-01/users/hsiang.chen/Project/Datasets/IR'
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dataset_dict = {
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# Image Restoration
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## Super Resolution (3)
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# "HR": {
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# "DIV2K": {'train': 'SuperResolution/DIV2K/metas/DIV2K_train_HR.list', # (800, single)
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# 'val': 'SuperResolution/DIV2K/metas/DIV2K_valid_HR.list'}, # (100, single)
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# "Flickr2K": {'train': 'SuperResolution/Flickr2K/metas/Flickr2K_HR.list'}, # (2650, single)
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# "OST": {'train': 'SuperResolution/OST/metas/OST_HR.list'}, # (10324, single)
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# },
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# "Low Resolution": {
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# "DIV2K": {'train1': 'SuperResolution/DIV2K/metas/DIV2K_train_pair_SR1.list', # (800, pair)
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# 'train2': 'SuperResolution/DIV2K/metas/DIV2K_train_pair_SR2.list', # (800, pair)
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# 'train3': 'SuperResolution/DIV2K/metas/DIV2K_train_pair_SR3.list', # (800, pair)
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# 'val': 'SuperResolution/DIV2K/metas/DIV2K_valid_pair_SR.list'}, # (100, pair)
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# "Flickr2K": {'train1': 'SuperResolution/Flickr2K/metas/Flickr2K_train_pair_SR1.list', # (2650, pair)
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# 'train2': 'SuperResolution/Flickr2K/metas/Flickr2K_train_pair_SR2.list', # (2650, pair)
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# 'train3': 'SuperResolution/Flickr2K/metas/Flickr2K_train_pair_SR3.list'},# (2650, pair)
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# "OST": {'train1': 'SuperResolution/OST/metas/OST_train_pair_SR1.list', # (10324, pair)
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# 'train2': 'SuperResolution/OST/metas/OST_train_pair_SR2.list', # (10324, pair)
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# 'train3': 'SuperResolution/OST/metas/OST_train_pair_SR3.list'}, # (10324, pair)
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# },
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# ## Derain (5)
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# "Rain": {
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# "RainTrainL": {'train': 'Derain/RainTrainL/metas/train.list'}, # (200, pair)
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# "Rain100L": {'test': 'Derain/Rain100L/metas/test.list'}, # (100, pair)
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# "LHPRain": {'train': 'Derain/LHPRain/metas/train.list', # (2100, pair)
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# 'val': 'Derain/LHPRain/metas/val.list', # (600, pair)
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# 'test': 'Derain/LHPRain/metas/test.list'}, # (300, pair)
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# "UHDRain": {'train': 'Derain/UHD-Rain/metas/train.list', # (3000, pair)
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# 'test': 'Derain/UHD-Rain/metas/test.list'}, # (200, pair)
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# "Practical": {'test': 'Derain/Practical/metas/test.list'}, # (15, real)
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# },
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# ## Deraindrop (2)
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# "RainDrop": {
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# "RainDrop": {'train': 'Derain/RainDrop/metas/Raindrop_train.list', # (861, pair)
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# 'test_a': 'Derain/RainDrop/metas/Raindrop_test_a.list', # (58, pair)
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# 'test_b': 'Derain/RainDrop/metas/Raindrop_test_b.list'}, # (249, pair)
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# "RainDS_syn_rainstreak": {'train': 'Derain/RainDS/metas/RainDS_syn_train_rainstreak.list', # (1000, pair)
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# 'test': 'Derain/RainDS/metas/RainDS_syn_test_rainstreak.list'}, # (200, pair)
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# "RainDS_syn_raindrop": {'train': 'Derain/RainDS/metas/RainDS_syn_train_raindrop.list', # (1000, pair)
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# 'test': 'Derain/RainDS/metas/RainDS_syn_test_raindrop.list'}, # (200, pair)
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# "RainDS_syn_rainstreak_raindrop": {'train': 'Derain/RainDS/metas/RainDS_syn_train_rainstreak_raindrop.list', # (1000, pair)
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# 'test': 'Derain/RainDS/metas/RainDS_syn_test_rainstreak_raindrop.list'}, # (200, pair)
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# "RainDS_real_rainstreak": {'train': 'Derain/RainDS/metas/RainDS_real_train_set_rainstreak.list', # (150, pair)
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# 'test': 'Derain/RainDS/metas/RainDS_real_test_set_rainstreak.list'}, # (98, pair)
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# "RainDS_real_raindrop": {'train': 'Derain/RainDS/metas/RainDS_real_train_set_raindrop.list', # (150, pair)
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# 'test': 'Derain/RainDS/metas/RainDS_real_test_set_raindrop.list'}, # (98, pair)
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# "RainDS_real_rainstreak_raindrop": {'train': 'Derain/RainDS/metas/RainDS_real_train_set_rainstreak_raindrop.list', # (150, pair)
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# 'test': 'Derain/RainDS/metas/RainDS_real_test_set_rainstreak.list'}, # (98, pair)
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# },
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# ## Dehaze (5)
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# "Fog":{
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# "SOTS": {'test': 'Dehaze/SOTS/metas/test.list'}, # (500, pair)
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# "OTS": {'train': 'Dehaze/OTS/metas/train.list'}, # (72135, pair)
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# "4kID": {'train': 'Dehaze/4kID/metas/train.list', # (15606, pair)
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# 'test': 'Dehaze/4kID/metas/test.list'}, # (97, pair)
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# "Unann": {'test': 'Dehaze/UnannotatedHazyImages/metas/test.list'}, # (4809, real)
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# "NH-Haze": {'test': 'Dehaze/NH-Haze/metas/test.list'}, # (5, real)
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# },
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# ## Denoise (9)
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# "Noise": {
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# "BSD400": {'train': 'Denoise/BSD400/metas/BSD400.list',
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# 'train1': 'Denoise/BSD400/metas/BSD400_Noise_L1.list',
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# 'train2': 'Denoise/BSD400/metas/BSD400_Noise_L3.list',
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# 'train3': 'Denoise/BSD400/metas/BSD400_Noise_L5.list',}, # (400, syn)
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# "WED": {'train': 'Denoise/WaterlooED/metas/WaterlooED.list',
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# 'train1': 'Denoise/WaterlooED/metas/WaterlooED_Noise_L1.list',
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# 'train2': 'Denoise/WaterlooED/metas/WaterlooED_Noise_L3.list',
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# 'train3': 'Denoise/WaterlooED/metas/WaterlooED_Noise_L5.list',}, # (4744, syn)
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# "BSD68": {'test': 'Denoise/BSD68/metas/BSD68.list',
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# 'test1': 'Denoise/BSD68/metas/BSD68_Noise_L1.list',
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# 'test2': 'Denoise/BSD68/metas/BSD68_Noise_L3.list',
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# 'test3': 'Denoise/BSD68/metas/BSD68_Noise_L5.list'}, # (68, syn)
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# "Urban": {'test': 'Denoise/Urban100/metas/Urban100.list',
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# 'test1': 'Denoise/Urban100/metas/Urban100_Noise_L1.list',
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# 'test2': 'Denoise/Urban100/metas/Urban100_Noise_L3.list',
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# 'test3': 'Denoise/Urban100/metas/Urban100_Noise_L5.list'}, # (100, syn)
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# "CBSD68": {'test': 'Denoise/CBSD68/metas/CBSD68.list',
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# 'test1': 'Denoise/CBSD68/metas/CBSD68_Noise_L1.list',
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# 'test2': 'Denoise/CBSD68/metas/CBSD68_Noise_L3.list',
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# 'test3': 'Denoise/CBSD68/metas/CBSD68_Noise_L5.list',}, # (68, syn)
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# "Kodak": {'test': 'Denoise/Kodak/metas/Kodak.list',
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# 'test1': 'Denoise/Kodak/metas/Kodak_Noise_L1.list',
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# 'test2': 'Denoise/Kodak/metas/Kodak_Noise_L3.list',
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# 'test3': 'Denoise/Kodak/metas/Kodak_Noise_L5.list'}, # (24, syn)
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# "McMaster": {'test': 'Denoise/McMaster/metas/McMaster.list',
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# 'test1': 'Denoise/McMaster/metas/McMaster_Noise_L1.list',
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# 'test2': 'Denoise/McMaster/metas/McMaster_Noise_L3.list',
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# 'test3': 'Denoise/McMaster/metas/McMaster_Noise_L5.list'}, # (18, syn)
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# "Set12": {'test': 'Denoise/Set12/metas/Set12.list',
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# 'test1': 'Denoise/Set12/metas/Set12_Noise_L1.list',
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# 'test2': 'Denoise/Set12/metas/Set12_Noise_L3.list',
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# 'test3': 'Denoise/Set12/metas/Set12_Noise_L5.list',}, # (12, syn)
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# "SIDD": {'train': 'Denoise/SIDD/metas/train.list', # (320, pair)
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# 'test': 'Denoise/SIDD/metas/test.list'}, # (1280, pair)
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# "DIV2K": {'train1': 'SuperResolution/DIV2K/metas/DIV2K_train_pair_Noise_L1.list', # (800, pair)
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# 'train2': 'SuperResolution/DIV2K/metas/DIV2K_train_pair_Noise_L3.list', # (800, pair)
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# 'train3': 'SuperResolution/DIV2K/metas/DIV2K_train_pair_Noise_L5.list', # (800, pair)
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# 'val': 'SuperResolution/DIV2K/metas/DIV2K_valid_pair_Noise.list'}, # (100, pair)
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# "Flickr2K": {'train1': 'SuperResolution/Flickr2K/metas/Flickr2K_train_pair_Noise_L1.list', # (2650, pair)
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# 'train2': 'SuperResolution/Flickr2K/metas/Flickr2K_train_pair_Noise_L3.list', # (2650, pair)
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# 'train3': 'SuperResolution/Flickr2K/metas/Flickr2K_train_pair_Noise_L5.list'},# (2650, pair)
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# },
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# ## Desnow (2)
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# "Snow": {
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# "Snow100k": {'train': 'Desnow/Snow100k/metas/train.list'}, # (50000, syn)
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# "Snow100k-S": {'test': 'Desnow/Snow100k/metas/test_S.list'}, # (16611, syn)
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# "Snow100k-M": {'test': 'Desnow/Snow100k/metas/test_M.list'}, # (16588, syn)
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# "Snow100k-L": {'test': 'Desnow/Snow100k/metas/test_L.list'}, # (16801, syn)
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# "Snow100k-R": {'test': 'Desnow/Snow100k/metas/test_realistic.list'}, # (1329, real)
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# "UHDSnow": {'train': 'Desnow/UHD-Snow/metas/train.list', # (3000, pair)
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# 'test': 'Desnow/UHD-Snow/metas/test.list'}, # (200, pair)
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# },
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# ## Deblur (3)
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# "Blur": {
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# "GoPro": {'train': 'Deblur/GoPro/metas/train.list', # (2103, pair)
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# 'test': 'Deblur/GoPro/metas/test.list'}, # (1111, pair)
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# "HIDE": {'train': 'Deblur/HIDE/metas/train.list', # (6397, pair)
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# 'test': 'Deblur/HIDE/metas/test.list'}, # (2025, pair)
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# "RealBlur-J": {'test': 'Deblur/RealBlur-J_ECC_IMCORR_centroid_itensity_ref/metas/test.list'}, # (980, pair)
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# "RealBlur-R": {'test': 'Deblur/RealBlur-R_BM3D_ECC_IMCORR_centroid_itensity_ref/metas/test.list'},# (980, pair)
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# },
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# ## Lowlight (6)
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# "Low-light": {
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# "LOL": {'train': 'LowLight/LOL/metas/train.list', # (485, pair)
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# 'test': 'LowLight/LOL/metas/test.list'}, # (15, pair)
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# "DICM": {'test': 'LowLight/DICM/metas/test.list'}, # (69, real)
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# "MEF": {'test': 'LowLight/MEF/metas/test.list'}, # (17, real)
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# "NPE": {'test': 'LowLight/NPE/metas/test.list'}, # (8, real)
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# "LIME": {'test': 'LowLight/LIME/metas/test.list'}, # (10, real)
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# "VV": {'test': 'LowLight/VV/metas/test.list'}, # (24, real)
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# },
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# ## Others (1)
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# "Unknown": {
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# "UDC": {'val': 'Other/UDC/metas/val.list', # (60, pair)
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# 'test': 'Other/UDC/metas/test.list'}, # (60, pair)
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# },
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## Composite (1)
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"Composite": {
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"CDD": {
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'train': 'Composite/CDD11/metas/train.list', # (13013, pair)
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'test_haze': 'Composite/CDD11/metas/test_haze.list', # (200, pair)
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'test_haze_rain': 'Composite/CDD11/metas/test_haze_rain.list', # (200, pair)
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'test_haze_snow': 'Composite/CDD11/metas/test_haze_snow.list', # (200, pair)
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'test_low': 'Composite/CDD11/metas/test_low.list', # (200, pair)
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'test_low_haze': 'Composite/CDD11/metas/test_low_haze.list', # (200, pair)
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'test_low_haze_rain': 'Composite/CDD11/metas/test_low_haze_rain.list', # (200, pair)
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'test_low_haze_snow': 'Composite/CDD11/metas/test_low_haze_snow.list', # (200, pair)
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'test_low_rain': 'Composite/CDD11/metas/test_low_rain.list', # (200, pair)
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'test_low_snow': 'Composite/CDD11/metas/test_low_snow.list', # (200, pair)
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'test_rain': 'Composite/CDD11/metas/test_rain.list', # (200, pair)
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| 207 |
+
'test_snow': 'Composite/CDD11/metas/test_snow.list', # (200, pair)
|
| 208 |
+
},
|
| 209 |
},
|
| 210 |
}
|
| 211 |
|