Computer vision, also known as CV, which can gain high-level understanding from digital images or videos. The real-time object detection has been used in many fields, such as people counting, unmanned supermarket, photo focus in cameras and so on. This paper introduces the difficulties in real-time object detection and developments and applications in China.