This paper intends to present an automated mango grading system under four stages (1) pre-processing, (2) feature extraction, (3) optimal selection and (4) classification. Initially, the input image is subjected pre-processing phase, where reading, sizing, noise removal segmentation process happens. Subsequently, features are extracted from pre-processed image. To make more effective, features,...