Imaging technology could replace manual monitoring in cage-free houses by helping producers automatically track pecking behaviors and floor eggs.

Cage-free environments have led to multiple production issues for egg producers, including floor eggs, higher mortality rates, bird injuries, piling and pecking behaviors, explained Lilong Chai, University of Georgia Assistant Professor and Poultry Engineering Specialist, at the 2022 Poultry Tech Summit.

“Currently, floor eggs and pecking are monitored manually by farm staff multiple times a day, which is labor intensive, time consuming and subject to human errors,” he said.

However, researchers at the University of Georgia are developing specific imaging technologies, or deep learning models, that will monitor and track cage-free hens’ pecking and floor egg laying behaviors.

The new technology can notify farm employees where floor eggs are laid, which can allow for egg collection in a timely manner and a reduction in contamination. Additionally, it could give insight to cage-free producers concerning environmental triggers that could lead to increased or decreased pecking behaviors.


The ability to automatically monitor pecking could help growers reduce bird injuries and cannibalism, as well as decrease farm economic losses and improve animal welfare management, Chai continued. 

Graphs can be generated from the data collected, giving producers the ability to track trends of where and when floor eggs are being laid, or pecking behaviors by flock.

Chai hopes that the deep learning technology will help reduce pecking related losses and improve floor egg collection, as well as promote animal welfare management and precision poultry farming. Chai is looking for an industry partner to test the technology in larger houses or commercial systems.

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The Poultry Tech Summit is the only event of its kind that connects researchers and entrepreneurs with poultry sector technology experts, financiers, venture capitalists and producers looking for new projects and investments to fund. Since its 2018 inception, this unique conference has facilitated and fast-tracked many pioneering ideas into adoption for the benefit of the poultry supply chain.

Details on the 2023 Poultry Tech Summit will be released in Spring 2023.