Pet behavior detection method and device, electronic equipment and storage medium

A detection method and pet technology, applied in the fields of electronic equipment and storage media, devices, and pet behavior detection methods, can solve the problems of understanding pet behavior habits, pets not being well cared for, and unable to help users, etc.

Active Publication Date: 2020-11-10
ZHEJIANG DAHUA TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

But in the busy work, many pet owners don't have enough time to spend with their pets at home, so many of them choose to buy home cameras to monitor the status of their pets in real time
However, b

Method used

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  • Pet behavior detection method and device, electronic equipment and storage medium
  • Pet behavior detection method and device, electronic equipment and storage medium
  • Pet behavior detection method and device, electronic equipment and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0074] figure 1 It is a schematic diagram of a pet behavior detection process provided by an embodiment of the present invention. The process includes the following steps:

[0075] S101: Acquire each first image from the surveillance video at a preset frame rate.

[0076] The pet behavior detection method provided in the embodiments of the present invention is applied to electronic devices, which include PCs, tablet computers and other devices, and the electronic devices may also be video surveillance devices. The video surveillance device is used to collect the surveillance video of the pet. If the electronic device is a video surveillance device, after the video surveillance device collects the surveillance video of the pet, it obtains each first image from the surveillance video according to a preset frame rate. If the electronic device is a PC, tablet computer, etc., after the video surveillance device collects the pet's surveillance video, it sends the surveillance video to th...

Embodiment 2

[0085] In order to make it easier and more accurate to determine the position information of the pet sub-image in each first image, on the basis of the above-mentioned embodiment, in the embodiment of the present invention, said determining the pet sub-image in each first image The location information includes:

[0086] Each of the first images is input into a pre-trained target detection model, and the position information of the pet sub-image in each of the first images is determined based on the target detection model.

[0087] The electronic device stores a pre-trained target detection model, and the function of the target detection model is to perform related processing on the input image and output the position information of the pet sub-image in the image.

[0088] There may be multiple pets in the first image. In order to detect the behavior of each pet, in the embodiment of the present invention, when the number of pets contained in each first image is at least two, the Th...

Embodiment 3

[0097] In order to make determining the pet's posture information in each pet sub-image more convenient and accurate, on the basis of the foregoing embodiments, in the embodiment of the present invention, determining the pet's posture information in each pet sub-image includes:

[0098] Each pet sub-image is input into a pre-trained posture detection model, and the posture information of the pet in each pet sub-image is determined based on the posture detection model.

[0099] The electronic device stores a pre-trained posture detection model, and the role of the posture detection model is to perform related processing on the input image and output the posture information of the pet in the image.

[0100] The training process of the pose detection model includes:

[0101] For each pet sample image in the second sample set, the pet sample image and the second annotation image corresponding to the pet sample image are input to the pose detection model, and the pose detection model is tra...

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Abstract

The invention discloses a pet behavior detection method and device, electronic equipment and a storage medium, and the method comprises the steps: determining the position information of a pet sub-image of each first image, the posture information of a pet in each pet sub-image, and the collection time of each first image, generating a three-dimensional map, and carrying out the clustering based on the three-dimensional map, wherein the class cluster containing the most data points is the class cluster corresponding to the region where the pet frequently moves, so that the region correspondingto the class cluster containing the most data points is used as the target movement region, and the target posture information is determined in the target movement region according to the number of the data points of each kind of posture information. According to the scheme provided by the embodiment of the invention, the area where the pet frequently moves and the common posture can be detected,so that a user can conveniently know the behavior habit of the pet according to the determined target movement area and the target posture information, and the pet can be better cared.

Description

Technical field [0001] The present invention relates to the technical field of target detection, in particular to a pet behavior detection method, device, electronic equipment and storage medium. Background technique [0002] With the improvement of the economic level, the proportion of households with pets is also increasing. But in busy work, many pet owners don't have enough time to accompany their pets at home, so many of them choose to buy home cameras to monitor their pets in real time. However, by installing a home camera, the pet can only be observed at any time, but the pet's behavior is not detected, which cannot help the user understand the pet's behavior. The pets are still not well taken care of. Therefore, there is a need for a pet behavior detection solution so that users can understand the behavior habits of the pets, and then arrange toys or facilities for the pets according to the behavior habits of the pets, so that the pets can be better taken care of. Summ...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/62
CPCG06V20/41G06F18/25G06F18/214
Inventor 唐圣傅凯
Owner ZHEJIANG DAHUA TECH CO LTD
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