Deep learning applications for oil palm tree detection and counting

• Main Authors: Kuryati, Kipli, Salleh, Osman, Annie, Joseph, Hushairi, Zen, Dayang Nur Salmi Dharmiza, Awang Salleh, Asrani, Lit, Chin, Kho Lee
• Format: Article
• Language: English
• Published: Elsevier Science, Ltd. 2023
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://ir.unimas.my/id/eprint/42290/1/Deep%20learning.pdf; http://ir.unimas.my/id/eprint/42290/; https://www.sciencedirect.com/science/article/pii/S2772375523000710; https://doi.org/10.1016/j.atech.2023.100241

Oil palms are one of the essential crops in agricultural productivity for developing countries such as Malaysia and other tropical areas. For predicting the yield and production of palm oil, the counting process is often carried out. Manually counting oil palm trees is one of the solutions but it r...