Oil palm tree detection and counting for precision farming using deep learning CNN

• Main Authors: Kipli, Kuryati, Lee, Paul Jaw Bin, Sam, Huai En, Joseph, Annie, Zen, Hushairi, Gan, Brandon Yong Kien, A. Jalil, M., Ray, Kanad, Kaiser, M. Shamim, Mahmud, Mufti
• Format: Book Section
• Published: Springer Science and Business Media Deutschland GmbH 2022
• Subjects: Q Science (General)
• Online Access: http://eprints.utm.my/id/eprint/101093/; http://dx.doi.org/10.1007/978-981-16-7597-3_45

Oil palm tree is a very important crop in Malaysia and other tropical areas. The number of oil palm trees in a plantation area is crucial as it could help to estimate the potential yield of palm oil, monitoring the growing situation of palm trees after plantation such as the age and the survival rat...