Pig drinking water detection imaging method based on BIM and artificial intelligence

Abstract

The invention discloses a pig drinking water detection imaging method based on BIM and artificial intelligence, and the method comprises the steps: carrying out the automatic marking of a pig house sample image set, and training a drinker target detection network; splicing and fusing the pig house images to obtain a pig house panoramic image; carrying out drinker detection on the hog house panoramic image; carrying out dirt detection on the detected water dispenser; carrying out heat map superposition on the dirty thermodynamic diagrams for a period of time; inputting the superposition resultinto a waterer dirt analysis network to obtain a waterer dirt grade, and generating a cleaning signal; visualizing various kinds of information in the pig house building information model. According to the method disclosed in the invention, automatic and intelligent hog house drinker cleaning condition monitoring is realized, the detection efficiency is high, the detection accuracy is high, the result is more real-time and objective, and hog house management is facilitated.

Description

technical field [0001] The invention belongs to the technical fields of artificial intelligence, BIM, and intelligent breeding, and specifically relates to a method for detecting and imaging swine drinking water based on BIM and artificial intelligence. Background technique [0002] In large-scale farms, it is necessary to scientifically and effectively monitor the growth environment of live pigs in real time. In the farm, automatic drinking fountains include common drinking bowls, which are essential equipment for pig farms and reduce the amount of sewage discharged from the farm. However, in actual use, on the one hand, the feed on the mouth may stick to the drinking fountain, and on the other hand, other floating objects fall into the bowl, which will cause pig drinking water pollution. If the drinking fountains are not cleaned for a long time, the drinking water quality of the pigs cannot be guaranteed, which will directly affect the health of the pigs. Although the fa...

AI Technical Summary

Problems solved by technology

However, in actual use, on the one hand, the feed on the mouth may stick to the drinking fountain, and on the other hand, other floating objects fall into the bowl, which will cause pig drinking water pollution

If the drinking fountains are not cleaned for a long time, the drinking water quality of the pigs cannot be guaranteed, which will directly affect the health of the pigs

Although the farm administrator will regularly inspect the pigsty and the feed trough drinking bowl to clean, but if the adhesion is thick, if it is not cleaned for a long time or the cleaning is not in place, the administrator cannot find it in time, and the cleaning effect will still not be achieved. Corrosion and deterioration, thus affecting the quality of drinking water

Therefore, in the field of pig drinking water detection in farms, there is a problem that the cleanliness of pig drinking fountains cannot be obtained intelligently, efficiently and accurately

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