Applications of deep learning in precision weed management: A review

N Rai, Y Zhang, BG Ram, L Schumacher… - … and Electronics in …, 2023 - Elsevier
Deep Learning (DL) has been described as one of the key subfields of Artificial Intelligence
(AI) that is transforming weed detection for site-specific weed management (SSWM). In the …

[HTML][HTML] Recent advances in image processing techniques for automated leaf pest and disease recognition–A review

LC Ngugi, M Abelwahab, M Abo-Zahhad - Information processing in …, 2021 - Elsevier
Fast and accurate plant disease detection is critical to increasing agricultural productivity in
a sustainable way. Traditionally, human experts have been relied upon to diagnose …

Intelligent detection for sustainable agriculture: A review of IoT-based embedded systems, cloud platforms, DL, and ML for plant disease detection

A Morchid, M Marhoun, R El Alami, B Boukili - Multimedia Tools and …, 2024 - Springer
Plant diseases pose a significant threat to the sustainability of the environment and global
food security. With an increasing population density and the growing demand for plant …

Evaluation of transfer learning model for mango recognition

C Pandey, PK Sethy, SK Behera, SC Rajpoot… - … : Proceedings of ICIMES …, 2021 - Springer
In this research article, we have performed an evaluation of transfer learning model for
recognition of mango fruits. The dataset used for the experiment is generated by collecting …

[PDF][PDF] Recent advances in image processing techniques for automated leaf pest and disease recognition

L Ngugi, M Abelwahab, M Abo-Zahhad - S2214317320300196, 2020 - academia.edu
Fast and accurate plant disease detection is critical to increasing agricultural productivity in
a sustainable way. Traditionally, human experts have been relied upon to diagnose …

Integrating High-Throughput Phenotyping, Robotic, and Artificial Intelligence Technologies in Weed Species Identification

S Gc - 2023 - search.proquest.com
Site-specific precision weed management in agriculture can take advantage of technologies
such as computer vision (CV), artificial intelligence (AI), and robotics, but these systems …

[PDF][PDF] Smart Agricultural Technology

GC Sunil, A Upadhyay, Y Zhang, K Howatt, T Peters… - researchgate.net
The implementation of a machine-vision system for real-time precision weed management is
a crucial step towards the development of smart spraying robotic vehicles. The intelligent …