In the dynamic world of agriculture, ensuring optimal quality yield is paramount. To achieve this goal, farmers are increasingly utilizing precision color sorting technology. This innovative method leverages advanced sensors to accurately evaluate the color attributes of fruits, thereby allowing for effective classification based on visual indicato