This research aims to design a color identification-based egg sorting system to automatically separate eggs based on their shell color. The system works by detecting the surface color of eggs using a TCS34725 sensor and using RGB values as the primary data. The data is then processed using the K-Nearest Neighbor (KNN) method with Euclidean distance calculations to determine egg categories, such…