SUMMARY Nisa Arpyanti, NIM. 2210246740. Prediction of Ripeness Level and Chemical Content of Oil Palm Fresh Fruit Bunches Usimh Multispectral Imaging and YOLO algorithm, supervised by Prof. Dr. Minarni, M.Sc and Dr.-Ing Rahmondia Nanda Setiadi, M.Si. The main issue addressed in this study is the limitation of the current sorting system for oil palm Fresh Fruit Bunches (FFB), which is stil…