I have implemented YOLO + Darknet for object detection, learning how to perform local analysis using Python and RTSP video streams. By utilizing the RTSP feed from the factory’s outdoor surveillance cameras, I’ve been practicing vehicle detection and traffic light recognition. I was able to begin testing the YOLO model within about 30 minutes, while simultaneously monitoring CPU and GPU utilization. Now, I am moving into the next phase of my research: integrating multiple video feeds to analyze multi purposes.