Quality assessment and prediction of Philippine mangoes: A convolutional neural network approach

• Main Authors: Cases, Carlos Matthew P., Rapliza, Annamitz A., Munsayac, Francisco Emmanuel T., Bugtai, Nilo T., Billiones, Robert Kerwin D., Baldovino, Renann G.
• Format: text
• Published: Animo Repository 2019
• Subjects: Mango—Grading—Automation; Neural networks (Computer science); Computer vision; Sorting devices; Manufacturing
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/2921
• Institution: De La Salle University

Philippines is one of the world's leading exporter of mangoes. The country produces many varieties of mangoes, one of which is the 'Carabao' mango. Several metric tons of mangoes are produced, and these have to be checked for defects before entering the market. With recent advances in...