Key Takeaways * Computer vision reduces vehicle collision risk by 35-60% through real-time object detection * Standard RGB cameras offer 10x cost savings compared to LiDAR systems * Machine learning models achieve 95%+ accuracy in pedestrian and vehicle recognition * Real-time processing enables collision warnings within 100 milliseconds How Computer Vision Prevents Vehicle Collisions