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Livestock inventory method, device and equipment apparatus and storage medium

A livestock and coordinate point technology, applied in the field of breeding, can solve the problem of low accuracy, and achieve the effect of improving the accuracy and reducing the statistical cost.

Pending Publication Date: 2020-06-26
NEW HOPE LIUHE +1
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Problems solved by technology

[0004] The invention provides a livestock inventory method, device, equipment and storage medium to solve the technical problem that the accuracy rate of the target detection technology for the number of live pigs in the existing farm is not high, and can effectively improve the accuracy of the statistical results of the number of live pigs

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  • Livestock inventory method, device and equipment apparatus and storage medium
  • Livestock inventory method, device and equipment apparatus and storage medium
  • Livestock inventory method, device and equipment apparatus and storage medium

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Embodiment Construction

[0036] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0037] See figure 2 and image 3 , the preferred embodiment of the present invention provides a kind of stocktaking method for livestock, at least comprises the following steps:

[0038] S10, obtaining the image to be counted of the place where the livestock is located; where the livestock includes but not limited to live pigs, and the image to be counted is a density map or a heat map;

[0039] S20, respectively mark the coordinate points at the geometric cente...

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Abstract

The invention discloses a livestock inventory method, device and equipment, and a storage medium. The livestock inventory method comprises the steps of obtaining a image for inventory of a place wherelivestock is located; marking coordinate points at the geometric center point and a plurality of feature points of each target in the image for inventory; based on the coordinate points, establishingan elliptical Gaussian model taking the geometric center point as a Gaussian kernel, and obtaining a Gaussian density map; and inputting the for inventory image and the corresponding Gaussian densitymap into a deep learning neural network model, and performing regression training and integral processing to obtain the number of livestock. The embodiment of the invention can effectively improve the accuracy of the statistical result of the live pig number.

Description

technical field [0001] The present invention relates to the field of breeding, in particular to a livestock stocktaking method, device, equipment and storage medium. Background technique [0002] As a company's biological assets, live pigs are of great significance, and the number of live pigs directly reflects the company's asset status. Therefore, breeding companies need to take inventory of the number of live pigs at regular intervals. The traditional inventory method is to manually go to each farm to make statistics, and obtain a rough data through the superposition calculation of the quantity. This method is not only time-consuming, labor-intensive, inefficient, but also has human factors, and the accuracy rate is not guaranteed. [0003] With the development of computer technology, especially in recent years, computer vision, deep learning and other technologies have been implemented in engineering applications, and the method of using computer technology to carry out...

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Application Information

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IPC IPC(8): G06T7/00
CPCG06T7/0002G06T2207/30242G06T2207/20081G06T2207/20084G06T2207/10004
Inventor 杨龙刘旭彭端陈刚万方梁田
Owner NEW HOPE LIUHE
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