Precision weed detection using yolov11 for enhanced agriculture management
International Journal of Agriculture Extension and Social DevelopmentThis work provides a weed detection system based on deep learning, utilizing the cutting-edge YOLOv11 object detection algorithm for the classification and identification of several species of weeds with very high accuracy in real-time. This work aims to
Satheesh Gangadharan +5 more
semanticscholar +4 more sources
Risk Assessment and Examination of Economic Aspects of Precision Weed Management [PDF]
Sustainability, 2011 The aim of this research is to investigate plant production sustainability, the economical requirements, risks, and identify threshold levels to switching on, or off precision weed management techniques in Hungarian growing and sales conditions; taking into consideration that the implementation of precision technology can be justified also by its role ...
Katalin Takács‐György +1 more
semanticscholar +4 more sources
An Overview of Precision Weed Mapping and Management Based on Remote Sensing [PDF]
Remote Sensing, 2022 Precision Agriculture face the challenge of feeding an increasing population, maximizing yield while optimizing inputs [...]
Dionisio Andújar +1 more
semanticscholar +5 more sources
Applications of deep learning in precision weed management: A review
Computers and Electronics in Agriculture, 2023 Nitin Rai +6 more
semanticscholar +3 more sources
Precision weed management: A means of boosting agricultural productivity
Indian Journal of Weed Science, 2021 V. Srinivasa Rao
semanticscholar +3 more sources
Evaluating precision sprayers for targeted weed management in corn and soybean [PDF]
Agrosystems, Geosciences & EnvironmentAbstractA targeted application of herbicides in commercial crop fields is desirable for reducing chemical inputs and promoting environmental sustainability. Precision sprayers, equipped with cameras and sensors, detect weeds in real‐time and apply herbicides only where needed.
Adam Leise +4 more
semanticscholar +4 more sources
A brief insight on precision weed management technologies [PDF]
International Journal of Research in AgronomySandeep Kumar +4 more
semanticscholar +3 more sources
UAV Technology for Precision Weed Detection and Management
Plant Health Archives, 2023 In India population increases rapidly day-by-day, therefore food demand also increases. Traditional farming is insufficient to meet these demands. Thus, Unmanned Aerial Vehicles (drones) were introduced, enabling Weed Management in less time, efficient use of herbicide and pesticide to bring sustainability to the environment and their resources. One of
Bobilan Debbarma +2 more
openalex +3 more sources
Precision Chemical Weed Management Strategies: A Review and a Design of a New CNN-Based Modular Spot Sprayer [PDF]
Agronomy, 2022 Site-specific weed control offers a great potential for herbicide savings in agricultural crops without causing yield losses and additional weed management costs in the following years.
Alicia Allmendinger +4 more
doaj +2 more sources
Developments in precision weed management systems for precision agriculture [PDF]
This chapter highlights the essential need for sustainable agriculture to mitigate the environmental impact of industrial crop production while meeting rising global food demands. It examines the transition from conventional weed management to site-specific weed management (SSWM), encompassing sophisticated weed detection techniques, data-based ...
António Cardoso-Monteiro +1 more
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