Advanced Approach for Animal Recognition System Based On Convolution Neural Network
Chinmay S. Borkar, Rupali Dasarwar, Pratibha Motwani · International Journal of Innovations in Engineering and Science · 2020
In this paper, the animal images are processed using convolution neural network (CNN).This method is compared with animal recognition methods like Linear discriminate analysis (LDA),Principal compone -nt analysis(PCA), Support vector machine(SVM),Local binary pattern histogram (LBPH).For many years in order to study the eco-system of the endangered species we were relaying only on our physical presence.There was huge risk of life and on top of that due to the lack of the automated systems, overall data gathered was not sufficient to conduct the thorough study on the endangered species.For experimental purpose we are creating database of the animals in which there are separate class for each and every animal has 100 images.