Nai Shyan Lai

A two-stage deep learning framework for oil palm fresh fruit bunch ripeness classification toward predictive harvesting in precision agriculture

Efficient harvest timing and accurate maturity assessment of oil palm fresh fruit bunches (FFBs) are critical for optimizing oil extraction rates, plantation yield, and operational efficiency. Conventional manual inspection is subjective, labour-intensive, and unsuitable for larg...