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Armed with a $100 DIY roadside camera rig and some basic computer vision, I set out to uncover the real reason accidents happen on our highways. Using YOLO and ByteTrack, I tracked thousands of cars on a Spanish freeway — and the results were shocking. Speeding isn’t the real threat. Tailgating is. Let’s dive into the data, debunk some myths, and explore how we can actually make our roads safer. 00:00 – Introduction 01:39 – Computer Vision on the Road 03:12 – Calculating Car Speeds 05:03 – The Importance of a Safe Following Distance 06:11 – Measuring Cars’ Following Distances 07:48 – Study Results 08:51 – Why Is Tailgating More Dangerous Than Speeding? 10:43 – The Tailgating Problem Is Massive and Unsolvable 12:22 – Why Do Drivers Tailgate? 14:20 – Conclusion Hardware list: Raspberry Pi 4 (I used a different board that out of stock for almost a decade) Svpro SFV 5-50mm USB HD Camera Mini Webcam Optical Zoom USB Camera with IR Cut Filter USB Desktop Camera for Windows Linux Mac Android (2MP 5-50mm Lens FHD06) UTEBIT Mini Tripod Head, 1/4" Detachable Hot Shoe Adapter, 360° Rotation with Ball Head, Max Load 6.61 LB/3 kg, Compatible for Phone/DLSR/Flash Light/Monitor Outdoor waterproof electrical junction box fo casing 30 000 mAh power bank Code examples: https://docs.ultralytics.com/modes/tr... Video courtesies: Madrid to Barcelona Full Road Trip (Neon Driving Tours) Insanely fast reaction save through the Monaco tunnel (Going Nowhere F1) Brake Check an A-Hole tailgater (WashingtonStateBadDrivingDashCams) 4 Cars Crash Into Each Other on Highway (Inside Edition) 458 КМ ДО БОГОТОЛА И ОБРАТНО НА ГРУЗОВЫХ ПОЕЗДАХ (ЧАСТЬ 2) (Krasnoyarsk Extreme)