A surveillance video multi-dimensional pedestrian behavior intelligent analysis system and method
A technology for behavior analysis and video surveillance, applied in neural learning methods, instruments, biological neural network models, etc., can solve problems such as poor adaptability, reduce labor costs, improve intelligent performance, and improve accuracy.
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[0047] The technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the accompanying drawings. Apparently, the described embodiments are part of the embodiments of the present invention, but not all of them.
[0048] In order to deal with the algorithmic heterogeneity of the pedestrian behavior analysis model, that is, the pedestrian behavior analysis model of different scenes under different pedestrian behavior dimensions contains different pedestrian behavior feature extraction and description algorithms, and meets the requirements of computing hardware (such as the usual deep learning network needs Use the image processor GPU to carry out parallel accelerated calculation), the monitoring video multi-dimensional pedestrian behavior intelligent analysis system of the present invention uses the micro-service architecture design, each pedestrian behavior analysis model is used as an independent service, ado...
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