[HTML][HTML] Early weed identification based on deep learning: A review

Y Zhang, M Wang, D Zhao, C Liu, Z Liu - Smart Agricultural Technology, 2023 - Elsevier
Weeds were one of the most destructive constraints on crop production and posed a
significant threat to agricultural productivity. The increasing development of smart agriculture …

[HTML][HTML] Dense orchard landscape mapping based on image merging with skeleton prediction

S Pan, Z Niu, J Deng, W Gao, Y Yan, M Zhou… - International Journal of …, 2023 - Elsevier
To address the difficulty of individual vine-plant segmentation in large orchards, this study
proposes a segmentation model for individual canopies that combines the characteristics of …

An Organic Weed Control Prototype using Directed Energy and Deep Learning

D Cao, H Zhang, R Dhillon - arXiv preprint arXiv:2405.21056, 2024 - arxiv.org
Organic weed control is a vital to improve crop yield with a sustainable approach. In this
work, a directed energy weed control robot prototype specifically designed for organic farms …

Application of ML in Agriculture Field With Its Enhancement Methods

S Agrawal, S Bhardwaj, N Sharma… - 2024 IEEE 13th …, 2024 - ieeexplore.ieee.org
Food is essential for humanity and is primarily produced through agriculture. While
addressing fundamental human needs, agriculture also serves as a global source of …