Sumit Singh

Sumit Singh

Sumit has 10+years of product development and AI. His expertise lies in data science, AI, computer vision and NLP based product. He also co-founded Labellerr to solve data preparation challenges.
Computer Vision in Vehicle Collision Prediction
computer vision

Revolutionizing Road Safety: Role of Computer Vision in Vehicle Collision Prediction

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
7 min read