Using the Segmentation technology of SolVision AI image platform, the defect features in the image samples are annotated and used to train the AI model. The trained AI model can automatically detect and mark the location of the grain edge fracture defect, which greatly reduces the risk of the chip breaking in the subsequent packaging process.