The EUVP (Enhancing Underwater Visual Perception) dataset contains separate sets of paired and unpaired image samples of poor and good perceptual quality to facilitate supervised training of underwater image enhancement models.
- Paper: https://ieeexplore.ieee.org/document/9001231 (Pre-print)
- Code: https://github.com/xahidbuffon/FUnIE-GAN
- Project page: image-enhancement-and-super-resolution/funie-gan
Paired data:
The paired dataset is prepared using a procedure suggested in our earlier work by Fabbri et al. We have recently refined and updated this data collectively. Three paired datasets are included, the statistics are as follows:
| Dataset Name | Training Pairs | Validation | Total Images |
| Underwater Dark | 5550 | 570 | 11670 |
| Underwater ImageNet | 3700 | 1270 | 8670 |
| Underwater Scenes | 2185 | 130 | 4500 |
Unpaired data:
| Poor quality | Good quality | Validation | Total Images |
| 3195 | 3140 | 330 | 6665 |