In agricultural science the quality identification of fruits and vegetables were categorized with differentiating colour shape dimension and texture. The proposed technique will enable to develop a smart phone App which uses intelligent image processing algorithms to scan the attributes of the fruits exhibited in a supermarket and assess its nutritional values like total carbohydrates including sugars like glucose fructose sucrose potassium magnesium and vitamins like vitamin A and vitamin C antioxidants along with microbial contamination.