YOLOv1 to YOLOv10: A comprehensive review of YOLO variants and their application in the agricultural domain

MAR Alif, M Hussain - arxiv preprint arxiv:2406.10139, 2024 - arxiv.org
This survey investigates the transformative potential of various YOLO variants, from YOLOv1
to the state-of-the-art YOLOv10, in the context of agricultural advancements. The primary …

Beyond the Spectrum: Unleashing the Potential of Infrared Radiation in Poultry Industry Advancements

K Hayat, Z Ye, H Lin, J Pan - Animals, 2024 - mdpi.com
Simple Summary The poultry industry is advancing through a focus on nutrition,
management practices, and technology to enhance productivity by improving feed …

[HTML][HTML] Monitoring activity index and behaviors of cage-free hens with advanced deep learning technologies

X Yang, R Bist, B Paneru, L Chai - Poultry Science, 2024 - Elsevier
Chickens' behaviors and activities are important information for managing animal health and
welfare in commercial poultry houses. In this study, convolutional neural networks (CNN) …

Deep learning methods for tracking the locomotion of individual chickens

X Yang, RB Bist, B Paneru, L Chai - Animals, 2024 - mdpi.com
Simple Summary Poultry locomotion is an important indicator of animal health, welfare, and
productivity. This research introduced an innovative approach that employs an enhanced …

[HTML][HTML] Tracking dustbathing behavior of cage-free laying hens with machine vision technologies

B Paneru, R Bist, X Yang, L Chai - Poultry Science, 2024 - Elsevier
Dustbathing (DB) is a functionally important maintenance behavior in birds that clean
plumage, realigns feather structures, removes feather lipids, which helps to remove …

Individual tree species identification for complex coniferous and broad-leaved mixed forests based on deep learning combined with UAV LiDAR data and RGB images

H Zhong, Z Zhang, H Liu, J Wu, W Lin - Forests, 2024 - mdpi.com
Automatic and accurate individual tree species identification is essential for the realization of
smart forestry. Although existing studies have used unmanned aerial vehicle (UAV) remote …

RVDR-YOLOv8: a weed target detection model based on improved YOLOv8

Y Ding, C Jiang, L Song, F Liu, Y Tao - Electronics, 2024 - mdpi.com
Currently, weed control robots that can accurately identify weeds and carry out removal work
are gradually replacing traditional chemical weed control techniques. However, the …

[HTML][HTML] The posture detection method of caged chickens based on computer vision

C Fang, X Zhuang, H Zheng, J Yang, T Zhang - Animals, 2024 - mdpi.com
At present, raising caged chickens is a common farming method in China. However,
monitoring the status of caged chickens is still done by human labor, which is time …

Public computer vision datasets for precision livestock farming: A systematic survey

A Bhujel, Y Wang, Y Lu, D Morris, M Dangol - arxiv preprint arxiv …, 2024 - arxiv.org
Technology-driven precision livestock farming (PLF) empowers practitioners to monitor and
analyze animal growth and health conditions for improved productivity and welfare …

A systematic survey of public computer vision datasets for precision livestock farming

A Bhujel, Y Wang, Y Lu, D Morris, M Dangol - Computers and Electronics in …, 2025 - Elsevier
Technology-driven precision livestock farming (PLF) empowers practitioners to monitor and
analyze animal growth and health conditions for improved productivity and welfare while …