By 2025, it is expected that there will be 1 billion cameras in the public and private fields. The edge-ai cameras with deep learning and visual analysis will also be developed rapidly with the maturity of artificial intelligence technology and the improvement of computing power. At the same time, there will be a large number of application scenarios requiring privacy protection.