Behavior recognition method, behavior recognition device, video detection method and storage medium
A recognition method and behavior technology, applied in the field of artificial intelligence, can solve the problems of lack of scalability and high recognition cost, and achieve the effect of improving learning ability and scalability
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Embodiment 1
[0033] According to an embodiment of the present invention, an embodiment of a method for behavior recognition is also provided. It should be noted that the steps shown in the flowchart of the accompanying drawings may be executed in a computer system such as a set of computer-executable instructions, and although A logical order is shown in the flowcharts, but in some cases steps shown or described may be performed in an order different from that herein.
[0034] The method embodiment provided in Embodiment 1 of the present invention may be executed in a mobile terminal, a computer terminal, or a similar computing device. figure 1 A block diagram of the hardware structure of a computer terminal (or mobile device) for implementing the behavior recognition method is shown. like figure 1 As shown, the computer terminal 10 (or mobile device 10) may include one or more (shown as 102a, 102b, . or a processing device such as a programmable logic device FPGA), a memory 104 for stor...
Embodiment 2
[0163] According to an embodiment of the present invention, there is also provided a device for implementing the above-mentioned behavior recognition method, Figure 7 is a schematic structural diagram of a behavior recognition device according to an embodiment of the present invention, such as Figure 7 As shown, the device includes: an acquisition module 71 and an identification module 72, wherein,
[0164] The obtaining module 71 is used for obtaining the task to be identified, wherein the task to be identified includes: a support set and a query set, the support set is used to provide multiple candidate categories for the behavior recognition of the video to be queried, and the query set is used to determine the video to be queried; The identification module 72 is configured to perform time series analysis on the support set and the query set, and determine the target category to which the query set belongs from multiple candidate categories.
[0165] Optionally, the abov...
Embodiment 3
[0177] According to an embodiment of the present invention, an embodiment of an electronic device is also provided, and the electronic device may be any computing device in a computing device group. The electronic device includes: a processor and a memory, wherein:
[0178]a memory, connected to the above-mentioned processor, for providing the above-mentioned processor with instructions for processing the following processing steps: acquiring a task to be identified, wherein the to-be-identified task includes: a support set and a query set, and the support set is used for the behavior of the video to be queried The identification provides multiple candidate categories, and the query set is used to determine the video to be queried; the time series analysis is performed on the support set and the query set, and the target category to which the query set belongs is determined from the multiple candidate categories.
[0179] In this embodiment of the present invention, by acquiri...
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