Forage detection system and method based on machine vision

Abstract

The invention discloses a forage detection method based on machine vision. The method comprises the following steps: dividing a pasture feed tough region to be monitored to obtain a plurality of forage detection regions; based on the edge detection on the minimum rectangular region of a region of interest in the forage detection regions, acquiring a forage detection region with livestock; based on RGB color components, detecting the minimum rectangular region of the region of interest in the forage detection region without livestock to obtain relevant forage detection information; displaying the obtained forage detection information. The invention further discloses a forage detection system based on machine vision. The forage detection system can automatically detect the surplus of forage in pasture feed toughs and can set alarm conditions with varying degrees to remind managers according to the consumption condition of forage. The forage detection system can also record the historical data of forage consumption to realize inquiry and retrieval, and further realizes intelligent monitoring and management on the forage condition based on machine vision on the basis.

Description

technical field [0001] The invention relates to automatic intelligent control in facility animal husbandry, in particular to a machine vision-based forage feed detection system and method. Background technique [0002] Judging from the statistical situation of my country's cattle industry in the past 50 years, the number of cattle on hand in my country has been increasing, the scale of operation has continued to expand, and the level of cattle breeding technology has continued to improve. The industry still has problems such as unreasonable feed results, low attendance rate, and high management costs. Although my country's dairy industry has developed rapidly in recent years, in general, the dairy industry is still a relatively underdeveloped industry in agriculture, and its foundation is still quite weak. In many aspects such as low level, the feed management of animal husbandry in the past was still based on the supervision method of manual labor, and the management was not...

AI Technical Summary

Problems solved by technology

[0002] Judging from the statistical situation of my country's cattle industry in the past 50 years, the number of cattle on hand in my country has been increasing, the scale of operation has continued to expand, and the level of cattle breeding technology has continued to improve. The industry still has problems such as unreasonable feed results, low attendance rate, and high management costs.

Although my country's dairy industry has developed rapidly in recent years, in general, the dairy industry is still a relatively underdeveloped industry in agriculture, and its foundation is still quite weak. In many aspects such as low level, the feed management of animal husbandry in the past was still based on the supervision method of manual labor, and the management was not comprehensive and perfect

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