Nonlinear attenuation of light underwater requires color correction to achieve “true color.” This dataset shows our efforts at color correction and is valuable for anyone looking to test their color correction code. The images both before and after correction have been corrected for lens distortion. Raw imagery without lens distortion correction is also available on request.