An automated sorting system using computer vision method induced by artificial neural network (ANN) has been made to classify the ripeness levels of fresh fruit bunches (FBBs) oil palm. This sorting system consists of grading system prototype, arduino UNO microcontroller, an amscope 3.2 megapixel RGB camera, and MATLAB software. In this research the interfacing of Arduino UNO board and MATLAB p…