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  • Monitoring the Ramp Using Behavior of Cage-free Hens with Deep Learning

    Lilong Chai

    October 1, 2025

    U.S. egg production is shifting from conventional caged systems to cage-free systems, largely due to growing concerns about animal welfare. Over the past decade, the market share of non-organic cage-free eggs has increased by 5–10%, reaching 40% by 2025. However, cage-free housing is associated with higher rates of mortality and injury, often linked to poor…

    Posted in: Poultry, poultry monitoring, Precision animal production
  • A Successful 2025 Georgia Layer Conference

    Lilong Chai

    September 22, 2025

    The UGA Poultry Science Extension team just hosted a successful 2025 Georgia Layer Conference at the GPLN in Gainesville, GA on September 22, 2025. We sincerely thank all the speakers for sharing valuable updates and insights on key topics such as laying hen production, the transition to cage-free systems, egg safety, avian influenza outbreaks, mite…

    Posted in: Poultry, poultry monitoring, Precision animal production
  • A Machine Vision Method for Poultry Disease Detection Based on Manure Images

    Lilong Chai

    September 1, 2025

    In modern poultry production, thousands of chickens are raised in a confined housing system, which tends to have animal disease or well-being issues.  Early disease detection is essential to limit spread and economic loss. Poultry diseases threaten animal welfare and productivity, especially in cage-free systems where communal environments increase disease transmission risks. Traditional diagnostic methods,…

    Posted in: Poultry, poultry monitoring, Precision animal production
  • Monitoring Foraging Behavior of Cage-free Hens with Deep Learning

    Lilong Chai

    August 1, 2025

    Foraging is considered one of the most important natural habits in chickens, as they spend a significant portion of their time doing it (Figure 1). US egg production is shifting from conventional caged system to cage-free production considering the hens will have more freedoms in performing natural behaviors such as dustbathing and foraging.  Foraging behavior…

    Posted in: Poultry, poultry monitoring, Precision animal production
  • Machine Vision Technologies for Automatic Identification of Male and Female Chickens

    Lilong Chai

    July 8, 2025

    Roosters’ behavior and activity are critical for egg fertility and hatchability in broiler or layer breeder houses. Desirable roosters are expected to have a good leg health, reach sexual maturity, be productive, and show less aggression to females during mating. However, not all roosters are desirable and low productive roosters should be removed for replacement.…

    Posted in: Poultry, poultry monitoring, Precision animal production
  • The 4th U.S. Precision Livestock Farming Conference

    Lilong Chai

    June 26, 2025

    The U.S. Precision Livestock Farming conference committee announced on the last day of the 3rd U.S. Precision Livestock Farming Conference (Lincoln, NE; June 2-5, 2025) that the 4th U.S. Precision Livestock Farming Conference will be held at the University of Georgia, Athens, USA on May 24-27, 2027. The U.S. Precision Livestock Farming (USPLF) conference (held…

    Posted in: Poultry, Precision animal production
  • Tracking Poultry Drinking and Floor Eggs with an Innovative Depth Anything Model

    Lilong Chai

    June 14, 2025

    Poultry behaviors such as drinking and feeding are critical for evaluating animal welfare and health. In commercial poultry houses, there are thousands of chickens in a flock, which makes monitoring individual behavior such as drinking and feeding challenging. In recent years, artificial intelligence (AI) has significantly impacted agriculture, particularly with the development of deep learning…

    Posted in: Poultry, poultry monitoring, Precision animal production
  • Successful 2025 Georgia Precision Poultry Farming Conference

    Lilong Chai

    May 7, 2025

    UGA poultry science & extension team just held a successful 2025 Georgia Precision Poultry Farming Conference virtually on May 6, 2025. Ten invited speakers and five panelists shared the latest research, education, and industry implementation/need of precision poultry farming technologies. This year’s conference had about 350 registrations from 30+ countries. The event received grateful support from…

    Posted in: Poultry, Precision animal production
  • Deep Learning Systems for Automatic Egg Grading

    Lilong Chai

    April 27, 2025

    Defective eggs (eggs with abnormal exterior quality and size, Figure 1) can reduce the egg quality/food safety and market value of laying hen production, especially in cage-free houses where floor eggs are more common. To improve egg quality, automated grading and defect detection systems have been developed using machine vision and image processing. Automated egg…

    Posted in: Poultry, Precision animal production
  • 2025 Georgia Precision Poultry Farming Conference

    Lilong Chai

    March 18, 2025

    Posted in: Uncategorized
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Recent Posts

  • Monitoring the Ramp Using Behavior of Cage-free Hens with Deep Learning
  • A Successful 2025 Georgia Layer Conference
  • A Machine Vision Method for Poultry Disease Detection Based on Manure Images
  • Monitoring Foraging Behavior of Cage-free Hens with Deep Learning
  • Machine Vision Technologies for Automatic Identification of Male and Female Chickens

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