Egg internal defects, such as scattered yolk and air bubbles, caused by physical forces but have not yet resulted in any chemical changes may not be able to be detected by the NIR spectroscopy. Image analysis, in the red–green–blue color space, can provide spatial information of objects, and have been utilized to evaluate egg quality, such as crack and dirt on eggshell