The watermelon plant (Citrullus vulgaris) is a climbing plant native to the southern African desert. Watermelonis a fruit crop that is susceptible to pest and dieses attacks. Diseases in watermelon plants result in reduced yields, making it difficult for farmers to achieve maximum yields during the plants growth period. Therefore, we need a system that can accurately and efficiently identify di…