Cargando…

A Deep Learning Model for Detecting Cage-Free Hens on the Litter Floor

SIMPLE SUMMARY: Real-time and automatic detection of chickens such as laying hens and broilers is the cornerstone of precision poultry farming. For laying hens, it is more challenging under cage-free conditions comparing to caged systems. In this study, we developed a deep learning model (YOLOv5x-he...

Descripción completa

Detalles Bibliográficos
Autores principales:	Yang, Xiao, Chai, Lilong, Bist, Ramesh Bahadur, Subedi, Sachin, Wu, Zihao
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9367364/ https://www.ncbi.nlm.nih.gov/pubmed/35953972 http://dx.doi.org/10.3390/ani12151983

Ejemplares similares

Mislaying behavior detection in cage-free hens with deep learning technologies
por: Bist, Ramesh Bahadur, et al.
Publicado: (2023)

Automatic detection of brown hens in cage-free houses with deep learning methods
por: Guo, Yangyang, et al.
Publicado: (2023)

Effects of litter floor access and inclusion of experienced hens in aviary housing on floor eggs, litter condition, air quality, and hen welfare
por: Oliveira, Jofran L, et al.
Publicado: (2019)

A Computer Vision-Based Automatic System for Egg Grading and Defect Detection
por: Yang, Xiao, et al.
Publicado: (2023)

Evaluating Convolutional Neural Networks for Cage-Free Floor Egg Detection
por: Li, Guoming, et al.
Publicado: (2020)

Comparison and Correlation Analysis of Immune Function and Gut Microbiota of Broiler Chickens Raised in Double-Layer Cages and Litter Floor Pens
por: Song, Bochen, et al.
Publicado: (2022)

Age-Related Variations in Intestinal Microflora of Free-Range and Caged Hens
por: Cui, Yizhe, et al.
Publicado: (2017)

Litter Detection with Deep Learning: A Comparative Study
por: Córdova, Manuel, et al.
Publicado: (2022)

Identification of reliable reference genes for expression studies in the magnum of laying hens housed in cage and cage‐free systems
por: Rodríguez‐Hernández, Roy, et al.
Publicado: (2021)

Identification of reference genes for expression studies in the liver and spleen of laying hens housed in cage and cage-free systems
por: Herrera-Sánchez, María P., et al.
Publicado: (2023)

Interindividual distances and orientations of laying hens under 8 stocking densities measured by integrative deep learning techniques
por: Li, Guoming, et al.
Publicado: (2023)

COVID-19 in Farm Animals: Host Susceptibility and Prevention Strategies
por: Subedi, Sachin, et al.
Publicado: (2021)

Computational Fluid Dynamics Modeling of Ventilation and Hen Environment in Cage-Free Egg Facility
por: Chen, Long, et al.
Publicado: (2020)

Effects of stock density on the laying performance, blood parameter, corticosterone, litter quality, gas emission and bone mineral density of laying hens in floor pens
por: Kang, H. K., et al.
Publicado: (2016)

Comparison of intestinal permeability, morphology, and ileal microbial communities of commercial hens housed in conventional cages and cage-free housing systems
por: Wiersema, Maddison L., et al.
Publicado: (2020)

The effects of plastic slatted floor and a deep- litter system on the growth performance of hybrid Pekin ducks
por: Eratalar, Sabri Arda
Publicado: (2021)

Numerical Simulation of Airborne Disease Spread in Cage-Free Hen Housing with Multiple Ventilation Options
por: Chen, Long, et al.
Publicado: (2022)

The Human-Animal Relationship in Australian Caged Laying Hens
por: Edwards, Lauren E., et al.
Publicado: (2019)

Autonomous detection and sorting of litter using deep learning and soft robotic grippers
por: Almanzor, Elijah, et al.
Publicado: (2022)

Microbiome and biological blood marker changes in hens at different laying stages in conventional and cage free housings
por: Van Goor, Angelica, et al.
Publicado: (2020)

Effects of Furnished Cage Type on Behavior and Welfare of Laying Hens
por: Li, Xiang, et al.
Publicado: (2016)

Effects of a slatted floor on bacteria and physical parameters in litter in broiler houses
por: Heitmann, Sophia, et al.
Publicado: (2020)

The Relationship between Animal Welfare and Farm Profitability in Cage and Free-Range Housing Systems for Laying Hens in China
por: He, Shuai, et al.
Publicado: (2022)

The effect of space allowance and cage size on laying hens housed in furnished cages, Part II: Behavior at the feeder
por: Widowski, T. M, et al.
Publicado: (2017)

An examination of the utility of heterophil-lymphocyte ratios in assessing stress of caged hens
por: Cotter, Paul F.
Publicado: (2014)

Depopulation of Caged Layer Hens with a Compressed Air Foam System
por: Gurung, Shailesh, et al.
Publicado: (2018)

An aerobiological perspective of dust in cage-housed and floor-housed poultry operations
por: Just, Natasha, et al.
Publicado: (2009)

Functional enrichment of gut microbiome by early supplementation of Bacillus based probiotic in cage free hens: a field study
por: Khan, Samiullah, et al.
Publicado: (2021)

Effect of space allowance and cage size on laying hens housed in furnished cages, Part I: Performance and well-being
por: Widowski, T. M, et al.
Publicado: (2017)

A Machine Vision-Based Method for Monitoring Broiler Chicken Floor Distribution
por: Guo, Yangyang, et al.
Publicado: (2020)

General Behaviors and Perching Behaviors of Laying Hens in Cages with Different Colored Perches
por: Chen, D. H., et al.
Publicado: (2012)

Validation of an automated mite counter for Dermanyssus gallinae in experimental laying hen cages
por: Mul, Monique F., et al.
Publicado: (2015)

Rearing Laying Hens in Aviaries Reduces Fearfulness following Transfer to Furnished Cages
por: Brantsæter, Margrethe, et al.
Publicado: (2016)

Behavioral Differences of Laying Hens with Fractured Keel Bones within Furnished Cages
por: Casey-Trott, Teresa M., et al.
Publicado: (2016)

Evaluation of Two Compressed Air Foam Systems for Culling Caged Layer Hens
por: Benson, Eric R., et al.
Publicado: (2018)

Research Note: Contamination of eggs by Salmonella Enteritidis and Salmonella Typhimurium in experimentally infected laying hens in indoor cage-free housing
por: Gast, Richard K., et al.
Publicado: (2021)

Effects of Cage and Floor Rearing Systems on the Metabolic Components of the Uropygial Gland in Ducks
por: Liu, Hehe, et al.
Publicado: (2022)

Identification of epidemiological risk factors for spotty liver disease in cage-free layer flocks in houses with fully slatted flooring in Australia
por: Gao, Yuanshuo K., et al.
Publicado: (2023)

Effects of Management Strategies on Non-Beak-Trimmed Laying Hens in Furnished Cages that Were Reared in a Non-Cage System
por: Guinebretière, Maryse, et al.
Publicado: (2020)

Use of Bayes factors to evaluate the effects of host genetics, litter and cage on the rabbit cecal microbiota
por: Velasco-Galilea, María, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_rd1amkl1cads38f12gg6sgnmdb