This photo dataset is the raw data used in the work Identification of Cichlid Fishes from Lake Malawi Using Computer Vision (doi.org). github.com : The repository of the original work forcecore/ghoti-2021 : Renewed, deep-learning-powered version of the work (as a tutorial) Later, a genetic level study was done on these specimens: ncbi.nlm.nih.gov The related data is here: datadryad.org