VISUALIZED REAL-TIME EARLY WARNING TECHNOLOGY FOR SAFETY MONITORING OF EXCAVATION CONSTRUCTION IN DENSE HOUSING AREA OF URBAN VILLAGES

Visualized Real-Time Early Warning Technology for Safety Monitoring of Excavation Construction in Dense Housing Area of Urban Villages

The rain-sewage diversion project in the dense housing area of urban villages involves a large amount of trench excavation,which leads Dress to prominent safety problems in construction.The safety monitoring and analysis of trench excavation are characterized by high requirements,complex data association,and poor data conditions,and thus we propose

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GBMix: Enhancing Fairness by Group-Balanced Mixup

Mixup is a powerful data augmentation strategy that has been shown to improve the generalization and adversarial robustness of machine learning classifiers, particularly in computer vision applications.Despite its simplicity and effectiveness, the impact of Mixup on the fairness of a model has not been thoroughly investigated yet.In this paper, we

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