Computer vision-based cybernetics systems for promoting modern poultry farming: a critical review
As global demands on the poultry production and welfare both intensify, the precision
poultry farming technologies such as computer vision-based cybernetics system is …
poultry farming technologies such as computer vision-based cybernetics system is …
Leveraging the potential of convolutional neural networks in poultry farming: a 5-year overview
SN Umurungi, JDM Ufitikirezi, T Zoubek… - World's Poultry …, 2025 - Taylor & Francis
Modern animal farming is increasingly adopting Artificial Intelligence (AI) technologies, with
Convolutional Neural Networks (CNN), a critical component of computer vision (CV) and …
Convolutional Neural Networks (CNN), a critical component of computer vision (CV) and …
Optimizing poultry audio signal classification with deep learning and burn layer fusion
This study introduces a novel deep learning-based approach for classifying poultry audio
signals, incorporating a custom Burn Layer to enhance model robustness. The methodology …
signals, incorporating a custom Burn Layer to enhance model robustness. The methodology …
An efficient segmentation model for abnormal chicken drop**s recognition based on improved deep dual-resolution network
P He, R Wu, D Liu, J Dou, K Hayat… - Journal of Animal …, 2024 - academic.oup.com
The characteristics of chicken drop**s are closely linked to their health status. In prior
studies, chicken drop**s recognition is treated as an object detection task, leading to …
studies, chicken drop**s recognition is treated as an object detection task, leading to …
Generative Adversarial Networks (GANs) for Image Augmentation in Farming: A Review
Enhancing model performance in agricultural image analysis faces challenges due to
limited datasets, biological variability, and uncontrolled environments. Deep learning …
limited datasets, biological variability, and uncontrolled environments. Deep learning …
Edge intelligence for poultry welfare: Utilizing tiny machine learning neural network processors for vocalization analysis
The health of poultry flock is crucial in sustainable farming. Recent advances in machine
learning and speech analysis have opened up opportunities for real-time monitoring of the …
learning and speech analysis have opened up opportunities for real-time monitoring of the …
Physical and Chemical Characteristics of Drop**s as Sensitive Markers of Chicken Health Status
Simple Summary The characteristics of poultry drop**s can reflect the health status of
chickens. However, the existing literature lacks information on the physical–chemical …
chickens. However, the existing literature lacks information on the physical–chemical …
Non-Intrusive Detection of Poultry Diseases through Faecal Analysis using Deep Learning
This research conducts a comprehensive comparative study on the application of advanced
deep learning models-Baseline Convolutional Neural Network, EfficientNetB3, DenseNet …
deep learning models-Baseline Convolutional Neural Network, EfficientNetB3, DenseNet …
Advanced Poultry Disease Detection with Deep Convolutional Neural Networks
HK Joy, N Sandhyana… - 2024 4th International …, 2024 - ieeexplore.ieee.org
Coccidiosis, Salmonella, and Newcastle represent prevalent poultry diseases that have the
potential to significantly diminish chicken productivity if not identified promptly. In Tanzania …
potential to significantly diminish chicken productivity if not identified promptly. In Tanzania …
Poultry Pathogen Detection: Using Deep Learning for Coccidiosis Identification
S Harshitha, K Likhitha, KRG Varshini… - … on Image Processing …, 2024 - ieeexplore.ieee.org
Poultry farming plays a crucial part in fulfilling the need for animal protein worldwide, but the
industry faces significant challenges in controlling infectious diseases that impact bird health …
industry faces significant challenges in controlling infectious diseases that impact bird health …