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YOLOv1 to YOLOv10: A comprehensive review of YOLO variants and their application in the agricultural domain
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 …
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 …
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
Chickens' behaviors and activities are important information for managing animal health and
welfare in commercial poultry houses. In this study, convolutional neural networks (CNN) …
welfare in commercial poultry houses. In this study, convolutional neural networks (CNN) …
Deep learning methods for tracking the locomotion of individual chickens
Simple Summary Poultry locomotion is an important indicator of animal health, welfare, and
productivity. This research introduced an innovative approach that employs an enhanced …
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
Dustbathing (DB) is a functionally important maintenance behavior in birds that clean
plumage, realigns feather structures, removes feather lipids, which helps to remove …
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 …
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 …
are gradually replacing traditional chemical weed control techniques. However, the …
[HTML][HTML] The posture detection method of caged chickens based on computer vision
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 …
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
Technology-driven precision livestock farming (PLF) empowers practitioners to monitor and
analyze animal growth and health conditions for improved productivity and welfare …
analyze animal growth and health conditions for improved productivity and welfare …
A systematic survey of public computer vision datasets for precision livestock farming
Technology-driven precision livestock farming (PLF) empowers practitioners to monitor and
analyze animal growth and health conditions for improved productivity and welfare while …
analyze animal growth and health conditions for improved productivity and welfare while …