Dataset for paired training of Underwater Single Image Super-Resolution (SISR) models
- Paper: https://ieeexplore.ieee.org/document/9197213
- Pre-print: https://arxiv.org/pdf/1909.09437.pdf
- Code: https://github.com/xahidbuffon/SRDRM
- Project page: improving-degraded-machine-vision/srdrm-and-srdrm-gan
Folder structure:
- train_val/ contains 1060 paired samples for training/validation
- TEST/ contains 248 paired samples for benchmark evaluation (do not alter)
Folder structure:
- hr/ contains high-resolution ground truth images: 640 x 480
- Low-resolution pairs are in
- lr_2x/: 320 x 240
- lr_3x/: 214 x 160
- lr_4x/: 160 x 120
- lr_8x/: 80 x 60
- Hence, it supports 2x, 3x, 4x, and 8x SISR training