With the rapid development of new energy, 3C and other industries, manufacturers have become more and more strict in the quality control of die-cutting products. Entering 2021, terminals such as Huawei and Apple are gradually implementing 'zero tolerance' requirements for incoming material defects. In order to achieve miniaturization and light weight, the materials used for die-cutting products must be light, thin and transparent materials, which significantly increases the difficulty of manual inspection. At the same time, different from coil material supply, FPC sheets often have problems such as large format, mixed layout of products, and protective film affecting detection, which brings higher challenges to quality inspection work.