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Livestock sample library establishing method and checking method, storage medium and electronic device

A technology for establishing methods and sample libraries, applied in neural learning methods, character and pattern recognition, image data processing, etc., can solve problems such as incompatibility, complicated inventory methods, and livestock prone to errors, and achieve the effect of saving manpower and material resources.

Active Publication Date: 2018-02-09
翔创科技(北京)有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Due to the difference in size of livestock, there will be certain occlusion, so it is easy to make mistakes when counting livestock. At the same time, this counting method is complicated and inefficient, especially not suitable for large-scale livestock breeding bases
In addition, due to the non-stop walking and moving of livestock, it is more difficult to count the number of livestock

Method used

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  • Livestock sample library establishing method and checking method, storage medium and electronic device
  • Livestock sample library establishing method and checking method, storage medium and electronic device
  • Livestock sample library establishing method and checking method, storage medium and electronic device

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0031] figure 1 It is a flowchart of a method for establishing a sample bank of livestock according to Embodiment 1 of the present invention. Such as figure 1 As shown, the sample library establishment method of the livestock provided in this embodiment includes:

[0032] In step S101, a scene video frame sequence of a livestock breeding area collected by an image collection device is acquired.

[0033] In this embodiment, the image acquisition device may include a camera. It can be understood that any device for acquiring a scene video frame sequence of a livestock breeding area is applicable, and this embodiment does not limit it.

[0034] In a specific embodiment, one image acquisition device may be installed in the livestock breeding area, or one image acquisition device may be installed in each orientation of the livestock breeding area. No matter which implementation method is adopted to install the image acquisition device, it is only necessary to ensure that each l...

Embodiment 2

[0043] figure 2 It is a flowchart of a method for establishing a sample bank of livestock according to Embodiment 2 of the present invention. Such as figure 2 As shown, the sample library establishment method of the livestock provided in this embodiment includes:

[0044] In step S201, a scene video frame sequence of a livestock breeding area collected by an image collection device is acquired.

[0045] Wherein, the livestock breeding area may include a farmhouse, for example, a pigsty, a sheepfold, a cattle pen, and the like. The scene video frame sequence includes video images of all livestock in the livestock enclosure area. Specifically, the livestock in the livestock breeding area includes at least one of the following: chickens, ducks, geese, cattle, sheep, horses, and pigs.

[0046] In step S202, the livestock appearing in every two temporally adjacent scene video frames in the scene video frame sequence is tracked by using the neural network model for livestock t...

Embodiment 3

[0061] image 3 It is a flow chart of a livestock counting method according to Embodiment 3 of the present invention. Such as image 3 Shown, the inventory method of the livestock that the present embodiment provides comprises:

[0062] In step S301, a scene video frame sequence of a livestock breeding area collected by an image collection device is acquired.

[0063]Wherein, the image acquisition device may include a camera. It can be understood that any device for acquiring a scene video frame sequence of a livestock breeding area is applicable, and this embodiment does not limit it. Specifically, one image acquisition device may be installed in the livestock breeding area, or one image acquisition device may be installed in each direction of the livestock breeding area. No matter which implementation method is adopted to install the image acquisition device, it is only necessary to ensure that each livestock in the livestock breeding area appears in the scene video fram...

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Abstract

The embodiments of the invention provide a livestock sample library establishing method and checking method, a storage medium and an electronic device, which relate to the field of artificial intelligence. The livestock sample library establishing method includes the following steps: acquiring a scene video frame sequence of a livestock captive breeding area collected by an image collection device; tracking livestock appearing in every two scene video frames chronologically adjacent in the scene video frame sequence through a neural network model for livestock tracking; and when determining that new livestock appears according to the tracking result and determining that the information of the new livestock is not stored in a livestock sample library for storing livestock information, adding the information of the new livestock to the livestock sample library. Through the embodiments of the invention, a sample library of livestock can be quickly and accurately established, and a lot ofmanpower and material resources are saved.

Description

technical field [0001] The embodiments of the present invention relate to the field of artificial intelligence, and in particular, relate to a method for establishing a sample library of livestock, a storage medium, and an electronic device, and a method for counting livestock, a storage medium, and an electronic device. Background technique [0002] With the rapid development of animal husbandry and the support of national policies, the amount of livestock raised by the majority of herdsmen has increased significantly year by year. There are two main ways to raise livestock, that is, grazing and breeding in captivity. Grazing can save the cost of forage, equipment, etc., and the cost of feeding is low, but it is affected by climate and season, especially winter grazing is not worth the candle. However, house breeding can make the livestock develop in a balanced manner, and the feed utilization rate is relatively high, which is easy to form a breeding scale and increase the...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06T7/246G06K9/00G06N3/04G06N3/08
CPCG06T7/0012G06T7/246G06N3/084G06T2207/30242G06T2207/30004G06T2207/20084G06T2207/20081G06T2207/10016G06V40/172G06N3/045
Inventor 邓昌顺
Owner 翔创科技(北京)有限公司
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