Intelligent Identification System for Safe Production in Open-Pit Mines Based on Deep Learning
Abstract：Manual inspection during the production operations of open-pit mines cannot meet the actual on-site requirements and poses safety hazards in on-site management. By adopting machine vision and AI intelligent recognition methods, combined with the specific safety monitoring tasks in the production process of open-pit mines, an intelligent identification system for safe production in open-pit mines has been developed. This system solves the problem of mismatch between the capacity of production safety supervision and the scale of production development. The detection system was verified through field tests under real working conditions. The test results show that the safety production status detection system can effectively identify various working conditions, with an accurate alarm rate of more than 90% and a detection accuracy of more than 95%. It has strong environmental robustness and high engineering application value, meeting the construction requirements of the safety production system.
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Publication Date：2025-08-30
Online Publishing Date：2025-09-12(First online date of this platform, not the publication date of the document)
Pages：4( 74-77 )