By using the Segmentation technology of SolVision AI image platform, the location of the crack defects in the image samples is located and labeled, and the AI model is trained based on this. After the training is completed, the AI can be used to detect the pores and cracks on the eggshell surface and then grade them, which can improve the safety and commercial value of egg consumption.