Consumer Camera System Design for Globally Optimized Recognition

摘要

Systems and methods are disclosed for improved security monitoring. The system includes cameras mounted to consistently capture facial images. The images are then recognized by a learning machine optimized for the consistently captured images. All cameras form a large scale security network whose sensors generate security information (such as strangers, threatening personal); human authenticates security information and benefits from such information. The large scale security network is able to predict imminent threats with high precision and in real time. The network's intelligence grows as usage grows, or as new nodes joins the network.