A CNN Approach to Simultaneously Count Plants and Detect Plantation-Rows from UAV Imagery

Lucas Prado Osco, Mauro dos Santos de Arruda, Diogo Nunes Gonçalves +11

In this paper, we propose a novel deep learning method based on a Convolutional Neural Network (CNN) that simultaneously detects and geolocates plantation-rows while counting its p…