Detecção de espécies de peixes do Aquário do Pantanal usando Visão Computacional

Abstract

This paper describes an experiment using Computer Vision. In view of the great demand of visitors in the Bioparque Pantanal, the help of computacional means has become necessary so that guided visits be more fluid, therefore, the idea of using Computer Vision is presented, making it possible that visitors be able to identify species of several fish by capturing pictures using their own mobile devices. This is accomplished with Convolutional Neural Networks, that receive an image, propose regions containing fish and identify their respective species. This article presents the results of the experiment, as well as specifications and conditions of the used dataset.