The EUVP dataset

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. 


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