Artificial intelligence identification system for underground coal mine unsafe behaviors based on deep learning
A technology for safe behavior and deep learning, applied in character and pattern recognition, electrical transmission signal systems, instruments, etc., can solve the problems of many blind spots, many risk points, and increased cost of coal mine safety management, and reduce the investment in safety management. , Wide range of applications, the effect of reducing the occurrence of accidents
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[0012] The technical solutions in the embodiments of the present invention will be clearly and completely explained below in conjunction with the drawings in the embodiments of the present invention.
[0013] An artificial intelligence recognition system for unsafe behavior in coal mines based on deep learning, including: mine site instance material collection (S1), training data set (S2), AI training platform (S3), algorithm model (S4), control platform (S5) ), on-site sound and light warning (S6), AI camera / NVR (S7), unsafe behavior information review (S8), communication (S9);
[0014] The AI training platform (S3) is an artificial intelligence training platform based on deep learning. It collects unsafe behaviors in coal mines through the collection of on-site examples of mine materials (S1) and generates training data sets (S2), which are then uploaded to the AI training platform (S3) , AI training platform (S3) classifies and trains unsafe behavior materials in coal mines ...
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