containing 135 underwater images taken at different levels of turbidity, different distances between camera and object and using different colors of the objects. The dataset also contains 45 reference images (captured with no water) and the corresponding subjective quality scores for degraded images. The subjective quality scores were obtained by performing a subjective quality assessment experiment based on Single Stimulus technique with voluntary participants that rated the quality of the test images.