I. Introduction
Every day, various kinds of fruits are sold in tons. During the production or post harvesting period, many apples get infected by pests, spraying chemicals over the crops or may be due to some natural resources. Daily consumption of Apple fruits is usually incorporated with reduced risks level of several diseases, as it plays an important fruit to play the role of the best antioxidants and dietary fiber in the horticulture industry. All the nutrients are necessary for any fruit for its full development and growth. But, due to some causes like-dry soils, waterlogging and other natural calamity factors can lead to deficiency disorder. So, for such inspection, manual checking lacks behind and thus fulfilled by computer vision system. A system has been implemented which consist of a CCD camera with multi-scan program image analysis feature. At there, a splitter is attached to a camera and contain optics for dividing the image. The system further uses machine vision system for processing and other operation resulting 96% estimation efficiency for classification [1]. Various GUI method implementation has taken place in the field of Image enhancement, segmentation, and classification. With the image enhancement majorly used for enhancing the image by deblurring, denoising, and detection of noise in the image. All such operation has been implemented using MATLAB [2].