Machine learning applications for precision agriculture: A comprehensive review

A Sharma, A Jain, P Gupta, V Chowdary - IEEe Access, 2020 - ieeexplore.ieee.org
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 …

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 …

Faster-YOLO-AP: A lightweight apple detection algorithm based on improved YOLOv8 with a new efficient PDWConv in orchard

Z Liu, RMRD Abeyrathna, RM Sampurno… - … and Electronics in …, 2024 - Elsevier
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 …

Field detection of tiny pests from sticky trap images using deep learning in agricultural greenhouse

W Li, D Wang, M Li, Y Gao, J Wu, X Yang - Computers and Electronics in …, 2021 - Elsevier
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 …