Charging operation behavior specification monitoring method
The invention discloses a charging operation behavior specification monitoring method, which comprises the following steps of: acquiring image data, namely acquiring the image data through a camera, transmitting the image data through a router and storing the image data into an image data unit; targ...
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| creator | LIU WANYI ZHANG RIQIANG XIAO CHENGYONG LIAO YAOFU BAI RONGYU GENG TUYU TIAN SIYU ZHANG GENGCHENG |
| description | The invention discloses a charging operation behavior specification monitoring method, which comprises the following steps of: acquiring image data, namely acquiring the image data through a camera, transmitting the image data through a router and storing the image data into an image data unit; target detection: adopting a YOLO model to detect an operation behavior of an operator in the image in real time; target tracking: performing preliminary prediction and judgment on the position of the current target based on a depsort target tracking algorithm, and locking the target to be tracked; action recognition: modeling the two-dimensional direction of the target image by using a three-dimensional convolutional neural network, and extracting features in a time sequence, thereby obtaining an accurate action recognition result; and according to a character action recognition result detected in real time, marking an action category in a monitoring video displayed in a monitoring room, and responding to non-standard |
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target detection: adopting a YOLO model to detect an operation behavior of an operator in the image in real time; target tracking: performing preliminary prediction and judgment on the position of the current target based on a depsort target tracking algorithm, and locking the target to be tracked; action recognition: modeling the two-dimensional direction of the target image by using a three-dimensional convolutional neural network, and extracting features in a time sequence, thereby obtaining an accurate action recognition result; and according to a character action recognition result detected in real time, marking an action category in a monitoring video displayed in a monitoring room, and responding to non-standard</description><language>chi ; eng</language><subject>CALCULATING ; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS ; COMPUTING ; COUNTING ; HANDLING RECORD CARRIERS ; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL ; PHYSICS ; PRESENTATION OF DATA ; RECOGNITION OF DATA ; 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| subjects | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING HANDLING RECORD CARRIERS IMAGE DATA PROCESSING OR GENERATION, IN GENERAL PHYSICS PRESENTATION OF DATA RECOGNITION OF DATA RECORD CARRIERS |
| title | Charging operation behavior specification monitoring method |
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