ABSTRACT Every year oil palm fresh fruit bunches (FFB) production continues to increase. However, one of the problems in crude palm oil (CPO) production is the process of sorting and grading, which is still done manually and traditionally. This problem can be eased by introducing a computer vision-based sorting and grading system and you only look once (YOLO) object detection method. This stud…