August 31, 2025 | 13:03 GMT +7
August 31, 2025 | 13:03 GMT +7
Hotline: 0913.378.918
In experimental tests, the robot achieved a detection accuracy of 90.61%. Photo: Canva.
At present, farm staff have to manually check each caged hen and promptly remove any dead birds to prevent the spread of diseases within cages.
The study, led by researchers from the Information Technology Research Centre at the Beijing Academy of Agriculture and Forestry Sciences, wanted to see if robots could streamline the process. They developed a specialised robot to enhance inspection efficiency, reduce manual labour and enable rapid identification of dead hens,
Technologies such as deep learning for real-time detection and identification, QR code-based positioning for precise localisation and autonomous navigation for seamless movement through the farm are utilised. It automates the otherwise tedious inspection process by visualising and pinpointing the location of dead hens within the cages.
In experimental tests, the robot achieved a detection accuracy of 90.61% by incorporating a supplementary lighting system, setting an inspection speed of 9m per minute and fine-tuning the algorithm with a probability value parameter of 0.48 and an area ratio parameter of 0.05.
Additionally, the robot demonstrated a low false detection rate of 0.14% and a minimal obvious false detection rate of 0.06%.
Compared to traditional manual inspection methods, the robotic system not only automates the task but also significantly reduces labour requirements and improves the overall management of efficiency of large-scale egg farms.
With its high accuracy and speed, the researchers say the robot presents a viable solution for modern poultry operations, ensuring timely removal of dead hens and contributing to better farm hygiene and animal welfare.
(Poultryworld)
(VAN) Prof. Dr. Phan Sy Ky, former Deputy Minister of Agriculture and Rural Development, affirmed, 'Never before has the irrigation sector had such a career and confidence as it does today.'
(VAN) With the construction of the 'great canal' to channel freshwater and irrigation sluice and dike systems, the once acidic and alum-contaminated lands of Dong Thap Muoi and the Long Xuyen Quadrangle have revived.
(VAN) From a few hundred million USD in the late 1990s, Vietnam's wood exports have soared to USD 15 billion in 2025, affirming its status as a global powerhouse in wood processing and furniture manufacturing.
Instead of burning, microbial technology helps farmers turn millions of tons of straw into organic fertilizer, saving costs and protecting the environment.
(VAN) From the risk of complete forest loss after the war, Vietnam has restored forest cover to more than 42%, becoming an international bright spot in forestry and sustainable development.
(VAN) Facing the risk of ASF outbreaks, Tay Ninh has strengthened disease prevention, and many farms have set up 'biological shields' to stabilize production.
(VAN) With a high demand for livestock slaughter, the veterinary sector of Vinh Long has tightened control to prevent unsanitary food from entering the market.