Method, device and image acquisition equipment for statistics on rat situation
A technology of image acquisition equipment and image acquisition devices, applied in computing, computer components, instruments, etc., can solve the problems of large data volume, low detection efficiency, and increased server computing burden, and achieve the effect of accurate recognition rate
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Embodiment 1
[0032] figure 1 A schematic diagram of the rat situation monitoring system according to this embodiment is shown. reference figure 1 As shown, the rat situation monitoring system includes a plurality of image acquisition devices 100. Preferably, the image acquisition device 100 may be, for example, an infrared camera, which can realize automatic zooming, and realizes automatic adjustment of the size of the monitoring area through zooming. Thus, the size, definition, mouse size, and angle of the captured image are suitable for algorithm calculation. The infrared camera switches to infrared mode at night or when there is no light source, which can realize 24-hour continuous monitoring of the target scene.
[0033] Multiple image acquisition devices 100 are connected to the network to monitor the rat situation in multiple monitoring areas. In addition, the user can use the terminal device 200 to access the data captured by the image capture device 100 in recent days through the IP...
Embodiment 2
[0114] Figure 13 A device 1300 for collecting statistics on rat conditions according to this embodiment is shown, and the device 1300 corresponds to the method according to the third aspect of Embodiment 1. reference Figure 13 As shown, the device 1300 includes: a video acquisition module 1310, which is used to acquire a video about the monitored area within a predetermined time period; and a first statistical information generation module 1320, which is used to perform a calculation on the video using a calculation model based on a convolutional neural network. Analyze and generate first statistical information related to rats in the monitoring area.
[0115] Optionally, the first statistical information generating module 1320 includes: a second statistical information generating sub-module configured to analyze multiple video images included in the video using a calculation model, and generate multiple first statistical information corresponding to the multiple video images. ...
Embodiment 3
[0122] Figure 14 A device 1400 for collecting statistics on rat conditions according to this embodiment is shown, and the device 1400 corresponds to the method according to the third aspect of Embodiment 1. reference Figure 14 As shown, the device 1400 includes: a processor 1410; and a memory 1420, connected to the processor 1410, for providing the processor 1410 with instructions for processing the following processing steps: acquiring video about the monitored area within a predetermined period of time; and using The calculation model of the convolutional neural network analyzes the video and generates the first statistical information related to the rats in the monitoring area.
[0123] Optionally, using a calculation model to analyze the video to generate the first statistical information includes: using the calculation model to analyze multiple video images contained in the video, and generate multiple first statistics corresponding to the multiple video images. Two statis...
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