Explore the potential of artificial intelligence and computer vision in revolutionizing road safety in this 50-minute talk. Delve into alarming traffic crash statistics and understand why technological innovations have failed to reduce fatalities over the past two decades. Discover how video analytics maturity, powerful edge-computing hardware, and widespread CCTV cameras are poised to transform traffic safety. Learn about real-time edge-based deep learning systems and their application in retrofitting existing camera infrastructure. Gain insights into intelligent traffic monitoring, its challenges, and the promising future of AI-driven road safety solutions. Engage with a Q&A session to further understand this critical application of technology in saving lives on the road.