The agricultural industry is probably too oldest and most widespread industry in the world. Quality control is of major importance in the food industry. After harvesting a food product based on quality parameter a food product has been sorted and graded in different grades. Also a continuous development in mechanical harvesting system and need for automatic grading system has arisen. In recent years due to rapid industrialization and massive rural-urban migration the necessity of agricultural mechanization needs to be grown faster.