Farmers often face major crop losses because plant diseases are detected at a late stage. Many farmers do not have quick access to expert advice or disease identification methods. Late detection results in reduced crop production, financial loss, and unnecessary use of pesticides. This problem affects agriculture productivity and food security. An effective early detection system can help farmers identify diseases on time and take suitable action.