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, Alexandre Menezes Dias, Juliana Oliveira Batistoti, Maurício de Souza, Felipe David Georges Gomes, Ana Paula Marques Ramos, Lúcio André de Castro Jorge, Veraldo Liesenberg, Jonathan Li, Lingfei Ma, José Marcato, Wesley Nunes Gonçalves
Topics & Concepts
RowOrchardConvolutional neural networkComputer sciencePrecision agricultureRobustness (evolution)Artificial intelligenceAgricultureAgronomyDatabaseGeographyChemistryBiochemistryArchaeologyGeneBiologySmart Agriculture and AIRemote Sensing in AgricultureRemote Sensing and LiDAR Applications