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| # dataset and data loader settings | |
| datasets: | |
| train: | |
| name: FFHQ | |
| type: FFHQDegradationDataset | |
| # dataroot_gt: datasets/ffhq/ffhq_512.lmdb | |
| dataroot_gt: ../../../../share/shuaiyang/ffhq/realign1280x1280test/ | |
| io_backend: | |
| # type: lmdb | |
| type: disk | |
| use_hflip: true | |
| mean: [0.5, 0.5, 0.5] | |
| std: [0.5, 0.5, 0.5] | |
| out_size: 1280 | |
| scale: 4 | |
| blur_kernel_size: 41 | |
| kernel_list: ['iso', 'aniso'] | |
| kernel_prob: [0.5, 0.5] | |
| blur_sigma: [0.1, 10] | |
| downsample_range: [4, 40] | |
| noise_range: [0, 20] | |
| jpeg_range: [60, 100] | |
| # color jitter and gray | |
| #color_jitter_prob: 0.3 | |
| #color_jitter_shift: 20 | |
| #color_jitter_pt_prob: 0.3 | |
| #gray_prob: 0.01 | |
| # If you do not want colorization, please set | |
| color_jitter_prob: ~ | |
| color_jitter_pt_prob: ~ | |
| gray_prob: 0.01 | |
| gt_gray: True | |
| crop_components: true | |
| component_path: ./pretrained_models/FFHQ_eye_mouth_landmarks_512.pth | |
| eye_enlarge_ratio: 1.4 | |
| # data loader | |
| use_shuffle: true | |
| num_worker_per_gpu: 6 | |
| batch_size_per_gpu: 4 | |
| dataset_enlarge_ratio: 1 | |
| prefetch_mode: ~ | |
| val: | |
| # Please modify accordingly to use your own validation | |
| # Or comment the val block if do not need validation during training | |
| name: validation | |
| type: PairedImageDataset | |
| dataroot_lq: datasets/faces/validation/input | |
| dataroot_gt: datasets/faces/validation/reference | |
| io_backend: | |
| type: disk | |
| mean: [0.5, 0.5, 0.5] | |
| std: [0.5, 0.5, 0.5] | |
| scale: 1 | |