Milk somatic cell counting device based on computer vision

Abstract

The invention discloses a milk somatic cell counting device based on computer vision. The device comprises a slide moving device, an image capture device, an image analyzing device and a light source which is matched with the image capture device, wherein the slide moving device comprises an upper layer moving platform and a lower layer moving platform, the upper layer platform is driven by a first stepping motor to move to the left and right, the lower layer platform is driven by a second stepping motor to move back and forth, and both the upper layer moving platform and the lower layer moving platform are arranged on an orbit; the image capture device comprises a digital microscope and a supporting fixing part of the digital microscope; the image analyzing device comprises an industrial personal computer, and the industrial personal computer is provided with an image analyzing module; and the digital microscope is connected with the industrial personal computer, the first stepping motor, the second stepping motor and the light source are connected with a single chip microcomputer, and the single chip microcomputer is connected with the industrial personal computer. According to the device, the movement of the side is controlled through control of the movement of the moving platforms, during the moving process, amplified images of milk somatic cells are collected and then analyzed, and the quantity of the milk somatic cells is obtained.

Description

technical field [0001] The invention relates to milk somatic cell measurement technology, in particular to a milk somatic cell counting method. Background technique [0002] Somatic cells in milk typically consist of macrophages, lymphocytes, polymorphonuclear neutrophils, and a small amount of mammary tissue epithelial cells. Somatic cell count (SCC) refers to the number of somatic cells contained in each milliliter of milk. [0003] SCC can reflect the degree of bacterial infection in dairy cows, and can also be used to estimate the loss of milk production in dairy cows. When the body, especially the breast, is infected or injured, body cells travel with the blood to the injured area. On the one hand, macrophages and neutrophils engulf bacteria, while lymphocytes control the immune response and produce antibodies to resist bacterial destruction and protect the body; on the other hand, it is reflected in the number of somatic cells in the expressed milk obviously increas...

AI Technical Summary

Problems solved by technology

[0009] In order to overcome the deficiencies of human factors, low detection efficiency and poor accuracy existing in existing milk somatic cell counting devices, the present invention provides a computer vision-based device that effectively avoids the influence of human factors, has high detection efficiency, and good accuracy. Milk somatic cell counting device

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