999 Part 1(1).mp4 (REAL - 2026)

: Recognizes if a worker is facing away or kneeling, which increases risk.

: Distinguishes between workers, excavators, and forklifts. 999 Part 1(1).mp4

: To save time, researchers used the virtual environment to automatically generate bounding boxes around objects, ensuring high precision for the AI training. Key Findings from the Research : Recognizes if a worker is facing away

: The study noted that moving machine parts (like an excavator's arm) can sometimes obstruct the view or cause perspective distortion, leading to slight distance errors. and forklifts. : To save time

: Scenarios were built in Unity 3D to mimic real-world construction tasks, such as collaborative excavation.

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).