reviewSmart Agricultural TechnologyJun 4, 2024GOLD OA

Enhancing precision agriculture: A comprehensive review of machine learning and AI vision applications in all-terrain vehicle for farm automation

Assam University · Indian Institute of Technology Kharagpur

Indexed incrossrefdoaj

Abstract

The automation of all-terrain vehicles (ATVs) through the integration of advanced technologies such as machine learning (ML) and artificial intelligence (AI) vision has significantly changed precision agriculture. This paper aims to analyse and develop trends to provide comprehensive knowledge of the current state of ATV-based precision agriculture and the future possibilities of ML and AI. A bibliometric analysis was conducted through network diagram with keywords taken from previous publications in the domain. This review comprehensively analyses the potential of machine learning and artificial intelligence in transforming farming operations through the automation of tasks and the deployment of all-terrain…

Citation impact

183
total citations
FWCI
98.23
Percentile
100%
References
165
Citations per year

Authors

5

Topics & keywords

Keywords
  • Precision agriculture
  • Automation
  • Artificial intelligence
  • Computer science
  • Machine learning
  • Software deployment
  • Agriculture
  • Machine vision
UN Sustainable Development Goals
  • Zero hunger
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