Research on Engineering Construction Risk Identification and Prevention under Faster R-CNN Model
Construction site safety management is an important part of construction management.With the gradual implementation of the concept of smart construction sites,introducing intelligent technology to carry out construction site safety management has become the main development trend of current construction safety management.This article discusses a construction risk identification method that combines drones with Faster R-CNN network.Faster R-CNN network uses drone images to identify the safety status of construction sites.After training and testing the network,the recognition rate of safety helmets on construction sites has reached about 91％,and it can accurately identify safety protection issues.Prove that the construction safety risk management system constructed using Faster R-CNN network and drones can help managers identify safety risks on construction sites and ensure the safety of the project.
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