Sunstone Mine Large Model - Key Technologies and Applications of Mine Surveillance
Abstract：To address the challenges of heterogeneous data acquisition and semantic parsing in complex underground coal mine environments, the Sunstone Mine Large Model - Mine Surveillance intelligent analysis and training platform is based on the independently developed Sunstone Mine Large Model. It breaks through key technologies such as multi-modal data preprocessing and object detection for images, audio, video, and text. The platform integrates data analysis, model training, and intelligent decision-making, providing an intelligent analysis and training platform for mines. The Mine Surveillance Platform integrates more than 50 AI algorithm models, covering over 100 coal production scenarios, and can achieve full-process safety monitoring, operation behavior recognition, risk assessment, and intelligent early warning for mine personnel, machinery, environment, and management, enhancing the intelligence decision-making and safety control capabilities of coal mines.
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Publication Date：2025-07-30
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：8( 6-13 )