Figure 1 System Architecture. In this section we discuss architecture of the home security system approach as shown in figure 1. In the architecture of home security, a PIR sensor is used to detect the presence of any intruder person and it also work in darkness. A Pi Camera is used to capture the image of intruder when the presence it detected [3,4,5]. It works into two mode. In the first mode, whenever any person motion is detected and that person presses doorbell button, then system will capture an image and save it into database on 16GB Micro SD-card. Raspberry Pi processes the image to find out the intruders using YOLO algorithm with help of Python and OpenCV ,then it is decided that the intruder is familiar or unfamiliar with the help of stored database. If the person is not familiar then system will alert through e-mail notification to the user and registered members by sending captured image, video and audio clip of that person as attachment. If the person is familiar then system will capture an image of that person and stored in the system.