Poultry respiratory tract real-time monitoring system based on artificial intelligence

Abstract

The invention relates to the technical field of poultry respiratory tract monitoring, in particular to a poultry respiratory tract real-time monitoring system based on artificial intelligence. A method comprises the following steps: acquiring poultry respiratory tract data in a poultry farm, grouping the acquired data into a training group, a test group and a detection group, and establishing a poultry respiratory tract database; performing data annotation, manually adopting an RHI index to extract training group data in a poultry respiratory tract database to perform data annotation on poultry respiratory tract symptoms, and classifying the poultry respiratory tract symptoms into snoring, cough, gasp and scream; establishing a prediction model by using a deep learning algorithm, and performing training and optimization by extracting test group data in a poultry respiratory tract database; training a prediction model by extracting detection group data in a poultry respiratory tract database; detecting field real-time data by using the prediction model, and performing real-time monitoring and comparison; and wirelessly transmitting the detected data to a service terminal.

Description

technical field [0001] The invention relates to the technical field of poultry respiratory monitoring, in particular to an artificial intelligence-based real-time monitoring system for poultry respiratory tract. Background technique [0002] At present, the domestic breeding technology is relatively traditional and backward. In terms of the diagnosis of poultry respiratory diseases, they all rely on personal breeding experience, which is very subjective and has no scientific and data basis. As a result, there is no uniform standard for everyone’s diagnosis, and there is no case-by-case treatment. Our conventional solution is to spray a large number of livestock species with medicines and vaccines. This breeding mode has caused unhealthy and environmentally friendly livestock species, as well as high breeding costs. Increase. Such a vicious circle makes the breeding efficiency low, the breeding output low, and the breeding profit low. Contents of the invention [0003] Th...

AI Technical Summary

Problems solved by technology

[0002] At present, the domestic breeding technology is relatively traditional and backward. In terms of the diagnosis of poultry respiratory diseases, they all rely on personal breeding experience, which is very subjective and has no scientific and data basis.

As a result, there is no uniform standard for everyone’s diagnosis, and there is no case-by-case treatment. Our conventional solution is to spray a large number of livestock species with medicines and vaccines. This breeding mode has caused unhealthy and environmentally friendly livestock species, as well as high breeding costs. Increase

Such a vicious circle makes the breeding efficiency low, the breeding output low, and the breeding profit low

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