├── .gitignore ├── Data_Folder_Sort.py ├── Dataset.py ├── Dataset_OnlyHR.py ├── FRSRGAN_train.py ├── FRVSR_models.py ├── README.md ├── SRGAN ├── .DS_Store ├── .gitignore ├── Data_Folder_Sort.py ├── Dataset.py ├── README.md ├── benchmark_results │ └── .gitkeep ├── data_utils.py ├── epochs │ ├── .gitkeep │ ├── netG_epoch_2_100.pth │ ├── netG_epoch_4_100.pth │ └── netG_epoch_8_100.pth ├── images │ ├── 1.png │ ├── 10.png │ ├── 11.png │ ├── 12.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ ├── 5.png │ ├── 6.png │ ├── 7.png │ ├── 8.png │ ├── 9.png │ ├── video_SRF_2.png │ ├── video_SRF_4.png │ └── video_SRF_8.png ├── lena_HR.jpg ├── loss.py ├── model.py ├── pytorch_ssim │ └── __init__.py ├── statistics │ └── .gitkeep ├── test_benchmark.py ├── test_image.py ├── test_image.py~ ├── test_video.py ├── train.py └── training_results │ └── .gitkeep ├── Temporal_Profile.py ├── Vid4_Video.py ├── checkTrain.py ├── checkTrain_SR.py ├── epochs └── placeholder.txt ├── grad_vis.py ├── models ├── FRVSR.1 ├── FRVSR.2 ├── FRVSR.3 ├── FRVSR.X ├── FRVSR.XS └── LR-5_SRN.25 ├── outputframes ├── idx_checktrain_1.png ├── idx_checktrain_10.png ├── idx_checktrain_11.png ├── idx_checktrain_12.png ├── idx_checktrain_13.png ├── idx_checktrain_14.png ├── idx_checktrain_15.png ├── idx_checktrain_16.png ├── idx_checktrain_17.png ├── idx_checktrain_18.png ├── idx_checktrain_19.png ├── idx_checktrain_2.png ├── idx_checktrain_20.png ├── idx_checktrain_21.png ├── idx_checktrain_22.png ├── idx_checktrain_23.png ├── idx_checktrain_24.png ├── idx_checktrain_25.png ├── idx_checktrain_26.png ├── idx_checktrain_27.png ├── idx_checktrain_28.png ├── idx_checktrain_29.png ├── idx_checktrain_3.png ├── idx_checktrain_30.png ├── idx_checktrain_31.png ├── idx_checktrain_32.png ├── idx_checktrain_33.png ├── idx_checktrain_34.png ├── idx_checktrain_35.png ├── idx_checktrain_36.png ├── idx_checktrain_37.png ├── idx_checktrain_38.png ├── idx_checktrain_39.png ├── idx_checktrain_4.png ├── idx_checktrain_40.png ├── 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