Arecanut is a commercial crop that grows well in areas with lot of rain. Arecanuts have economic, cultural, and therapeutic value, are classified into many varieties depending on the region where they grown consumed. An effort at grading discussed here. This method extracts features using global textural characteristic called Local Binary Pattern. The Support Vector Machine classifier used to g...