The AI intelligent recognition and detection solution launched by Beijing Huonbode Technology Co., Ltd. is suitable for accurate recognition and detection of defects in the outer packaging of biscuits. The solution applies the Huon Technology AI intelligent platform and adopts advanced deep learning algorithms and graphics processing algorithms for efficient and accurate recognition of complex backgrounds. Photoelectric sensors are installed in the biscuit detection area, industrial cameras and light source equipment are installed on the rear detection rack, and sound and light alarm indicators are installed on the production line. The above equipment is connected to the industrial IoT box of Huon Technology, which manages and controls these devices. During the inspection, the biscuits (packaging bags) move forward with the production line conveyor belt. When the biscuits reach the position of the photoelectric sensor, the light source on the detection rack will be triggered to light up. At the same time, the industrial camera takes a picture of the biscuit packaging body to obtain the image information of the packaging body, and transmits the image information to the background system through the industrial IoT box.