With the increasing human population cause a lot of usage the products made of plastic. Among to reduce the accumulation of plastic waste is by recycling plastic waste properly, one of which is by doing the sorting stage. This study aims to create a system of identification and classification of plastic bottles based on the type. The Random Forest method is used to simplify the process of sorti…