Intelligent detection and identification is to further analyze and judge the photos or videos by directly using AI technology. As the AI technology is getting more and more advanced, there are more and more demands for such automatic detection and identification. AI requires a fairly complex calculation and training process. Calculations and model training for various applications can be completed on the back end then, the front end can calculate the most suitable target object according to the completed model. In response to this edge computing demand, Jeilin has self-developed parallel processor MAPP. Jeilin integrates this MAPP into image processing IC, and can provide a full range of front-end intelligent solutions according to different application requirements of customers, assisting customers provide an intelligent detection and identification product with the highest cost performance ratio.