ABSTRACT Pineapple is a tropical fruit that is quite popular in Indonesia, especially in Riau Province. Pineapple can be processed to create derivative products from pineapple. Therefore, the quality of pineapple maturity must be maintained. At present, the process of sorting the quality of pineapple is still done manually by humans, so errors can occur in the identification process. Theref…