Evaluation of inference performance of deep learning models for real-time weed detection in an embedded computer

C Mwitta, GC Rains, E Prostko - Sensors, 2024 - mdpi.com
The knowledge that precision weed control in agricultural fields can reduce waste and
increase productivity has led to research into autonomous machines capable of detecting …

Pots to Plots: Microshock Weed Control Is an Effective and Energy Efficient Option in the Field

DJ Bloomer, KC Harrington, H Ghanizadeh, TK James - Sustainability, 2024 - mdpi.com
Seeking low environmental impact alternatives to chemical herbicides that can be integrated
into a regenerative agriculture system, we developed and tested flat-plate electrode …

A Static Laser Weeding Device and System Based on Fiber Laser: Development, Experimentation, and Evaluation

Z Yu, X He, P Qi, Z Wang, L Liu, L Han, Z Huang… - Agronomy, 2024 - mdpi.com
To demonstrate the feasibility and improve the implementation of laser weeding, a static
movable lift-adjustable closed fiber laser weeding device and system have been developed …

Autonomous diode laser weeding mobile robot in cotton field using deep learning, visual servoing and finite state machine

C Mwitta, GC Rains, EP Prostko - Frontiers in Agronomy, 2024 - frontiersin.org
Small autonomous robotic platforms can be utilized in agricultural environments to target
weeds in their early stages of growth and eliminate them. Autonomous solutions reduce the …

Improved YOLOv8-Seg Based on Multiscale Feature Fusion and Deformable Convolution for Weed Precision Segmentation

Z Lyu, A Lu, Y Ma - Applied Sciences, 2024 - mdpi.com
Laser-targeted weeding methods further enhance the sustainable development of green
agriculture, with one key technology being the improvement of weed localization accuracy …

Development of the autonomous diode laser weeding robot

CJ Mwitta - 2023 - search.proquest.com
Weed control in agricultural fields poses a major challenge for farmers due to the significant
losses that can be caused by weeds, impacting productivity. Herbicides have been the most …

[引用][C] ПРИМЕНЕНИЕ КОГЕРЕНТНОГО ИЗЛУЧЕНИЯ КАК СПОСОБ БОРЬБЫ С СОРНЫМИ РАСТЕНИЯМИ

РФ Фанисов - Наука молодых–инновационному развитию АПК, 2022 - elibrary.ru
В статье рассматриваются инновационные подходы в борьбе с сорными растениями.
БИБЛИОМЕТРИЧЕСКИЕ ПОКАЗАТЕЛИ: Входит в РИНЦ: да Цитирований в РИНЦ: 0 …