A systematic literature review on deep learning applications for precision cattle farming
In animal agriculture, deep learning-based approaches have been widely implemented as a
decision support tool for precision farming. Several deep learning models have been …
decision support tool for precision farming. Several deep learning models have been …
The livestock farming digital transformation: implementation of new and emerging technologies using artificial intelligence
Livestock welfare assessment helps monitor animal health status to maintain productivity,
identify injuries and stress, and avoid deterioration. It has also become an important …
identify injuries and stress, and avoid deterioration. It has also become an important …
Contour extraction of individual cattle from an image using enhanced Mask R-CNN instance segmentation method
In animal husbandry, the traceability of individual cattle, their health information, and
performance records greatly depend on computer vision and image processing-based …
performance records greatly depend on computer vision and image processing-based …
[HTML][HTML] A systematic review of machine learning techniques for cattle identification: Datasets, methods and future directions
Increased biosecurity and food safety requirements may increase demand for efficient
traceability and identification systems of livestock in the supply chain. The advanced …
traceability and identification systems of livestock in the supply chain. The advanced …
[HTML][HTML] Integrating artificial intelligence in dairy farm management− biometric facial recognition for cows
S Mahato, S Neethirajan - Information Processing in Agriculture, 2024 - Elsevier
Abstract The integration of Artificial Intelligence (AI) into dairy farm management through
biometric facial recognition of cows marks a significant milestone in livestock care. This …
biometric facial recognition of cows marks a significant milestone in livestock care. This …
An intelligence cattle reidentification system over transport by Siamese neural networks and yolo
Livestock, throughout their lifespan, are transported to multiple destinations before being
processed into consumable goods. The assurance of authentic product delivery hinges on …
processed into consumable goods. The assurance of authentic product delivery hinges on …
Shi-Tomasi corner detector for cattle identification from muzzle print image pattern
Since the last decade, researchers have been using image processing and machine
learning to automatically analyse and identify patterns from images without any human …
learning to automatically analyse and identify patterns from images without any human …
Cattle identification: the history of nose prints approach in brief
RW Bello, DA Olubummo, Z Seiyaboh… - … Series: Earth and …, 2020 - iopscience.iop.org
Petersen was the first published paper to address cattle biometrics and identification
problem by suggesting a permanent cattle identification method based on nose print …
problem by suggesting a permanent cattle identification method based on nose print …
Enhanced Mask R-CNN for herd segmentation
Livestock image segmentation is an important task in the field of vision and image
processing. Since utilizing the concentration of forage in the grazing area with shielding the …
processing. Since utilizing the concentration of forage in the grazing area with shielding the …
Computer vision-based approach for automatic detection of dairy cow breed
Purpose: Identification of individual cow breeds may offer various farming opportunities for
disease detection, disease prevention and treatment, fertility and feeding, and welfare …
disease detection, disease prevention and treatment, fertility and feeding, and welfare …