Aplicação de aprendizado de máquina profundo para detecção por imagens De doenças em frutos do cacaueiro
The state of Pará is the largest cocoa producer in Brazil, with 51% of national production, involving 26 thousand producers, generating 64 thousand direct and 225 thousand indirect jobs. However, diseases that affect this culture are responsible for high losses in yield. This study presents an approach based on deep learning to identify diseases that affect the cocoa culture. A public database with 4,389 fruit images was used, covering the diseases black pod rot and pod borer.