999 — Part 1(1).mp4

: Adjusts risk based on where the camera is mounted on the machine (e.g., blind spots). How the Video Was Created

: The video frames were used to train YOLOv7 (You Only Look Once) and Mask-RCNN models to detect objects and estimate distances accurately in real-time. 999 Part 1(1).mp4

The full research and technical details can be found in the article Dynamic Collision Alert System for Collaboration of Construction Equipment and Workers published in Buildings (MDPI). : Adjusts risk based on where the camera

Because real-world collision data is dangerous and expensive to collect, researchers used a approach: researchers used a approach: