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Machine learning applications for precision agriculture: A comprehensive review
Agriculture plays a vital role in the economic growth of any country. With the increase of
population, frequent changes in climatic conditions and limited resources, it becomes a …
population, frequent changes in climatic conditions and limited resources, it becomes a …
Fruit detection and recognition based on deep learning for automatic harvesting: An overview and review
F ** and automated harvesting. However, to perform …
A review of core agricultural robot technologies for crop productions
Q Yang, X Du, Z Wang, Z Meng, Z Ma… - Computers and Electronics …, 2023 - Elsevier
It has become a common understanding that robotization could be one of effective solutions
to address the increasing skilled labor shortage challenge in crop production, thus the …
to address the increasing skilled labor shortage challenge in crop production, thus the …
Faster-YOLO-AP: A lightweight apple detection algorithm based on improved YOLOv8 with a new efficient PDWConv in orchard
Object detection is a critical technology for apple harvesting robots. For efficient deployment
on edge computing devices with limited processing power, we proposed a new lightweight …
on edge computing devices with limited processing power, we proposed a new lightweight …
Field detection of tiny pests from sticky trap images using deep learning in agricultural greenhouse
Agricultural pest catches on sticky traps can be used for the early detection and identification
of hotspots, as well as for estimating relative abundances of adult pests, occurring in …
of hotspots, as well as for estimating relative abundances of adult pests, occurring in …