Al Smart Safety System for Preventing Collision and EntrapmentAccidents in Large-Scale Structure Transport SitesUSINGTECHOverviewThe Al-based collision prevention system can be deployed at the factory site and operated in real crane working environments.It is applicable as an end-to-end,real-time risk prevention system that seamlessly integrates video acquisition,Al analysis,andalert output.The system combines hardware components-including cameras,NVRs,Al servers,warning lights,and HMI interfaces-withcollision risk analysis algorithms,enabling real-time monitoring of diverse operational scenarios that occur during actualindustrial operations.Key Implementation Contents1.Development of Collision Risk Analysis Algorithms(Software)Deep learning-based object detection and segmentation models forrecognizing key objects3D coordinate transformation algorithms for accurate spatial positionestimationReal-time analysis of collision and entrapment risks based on objectposition and move ment2.Construction of an Integrated Collision Prevention System(Hardware)Real-time alert devices linked with software algorithms,induding warninglights,speakers,and HMI interfacesOn-site response functions that immediately notify operators of potentialhazardsIntegrated configuration of cameras,NVRs,Al servers,and alarm systemsfor end-to-end operationOutcomes and Achievements臧滊皽雼�靹彪�狅細100%雼�靹彪�狅細100%靸濎偘靹表枼靸侁瞼歃