In the dynamic world of agriculture, ensuring optimal quality output is paramount. To achieve this goal, farmers are increasingly embracing precision color sorting technology. This innovative method leverages advanced sensors to accurately analyze the color characteristics of fruits, thereby allowing for efficient classification based on visual cri