Journal of Mechatronics and Robotics, Published online: 8 September 2026; doi:10.3844/jcssp.2026.2540.2572 Cocoa pod diseases destroy an estimated 700,000 metric tons of cocoa annually, threatening 40–50 million smallholder farmers across tropical regions. Accurate field diagnosis remains constrained by ...