Fruit is a key crop in worldwide agriculture feeding millions of people. The standard supply chain fruit products involves quality checks to guarantee freshness, taste, and, most all, safety. An important factor that determines its stage ripening. This usually manually classified by field experts, making it labor-intensive and error-prone process. Thus, there an arising need for automation ripe...