Cocoa Ripeness Classification Using Vision Transformer

• Published in: Journal of Applied Engineering and Technological Science (Online) Vol. 6; no. 2; pp. 984 - 996
• Main Authors: Sthevanie, Febryanti, Wisesty, Untari Novia, Wulandari, Gia Septiana, Ramadhani, Kurniawan Nur
• Format: Journal Article
• Language: English
• Published: Yayasan Pendidikan Riset dan Pengembangan Intelektual (YRPI) 08.06.2025
• Subjects: Agricultural Computer Vision; Cocoa Ripeness Classification; Locality Self Attention; Shifted Patch Tokenization; Vision Transformer

The quality of manual methods for assessing the ripeness of cocoa pods is subjective and varies from one person to another because of the intense labor required and variation of light and background conditions within the field. This research implemented an automated classification approach for cocoa...