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

Padhiary, Mrutyunjay; Saha, Debapam; Kumar, Raushan; Sethi, Laxmi Narayan; Kumar, Avinash

doi:10.1016/j.atech.2024.100483

Smart Agricultural Technology

2024

DOI: 10.1016/j.atech.2024.100483

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

Mrutyunjay Padhiary,

Debapam Saha,

Raushan Kumar

et al.

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Cited by 16 publications

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Advancing climate resilience: technological innovations in plant-based, alternative and sustainable food production systems

Mešić,

Jurić,

Donsì

et al. 2024

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Advancing climate resilience: technological innovations in plant-based, alternative and sustainable food production systems

Mešić,

Jurić,

Donsì

et al. 2024

Discov Sustain

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Unlocking the potential of precision agriculture for sustainable farming

Mgendi

2024

Discov Agric

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Precision agriculture, a transformative farming approach, has gained prominence due to advancements in digital technologies. This paper explores the multifaceted landscape of precision agriculture, focusing on its tangible benefits, challenges, and future directions. Purpose Amidst the growing interest in precision agriculture, this paper aims to provide a comprehensive analysis of its various aspects. Specifically, it seeks to elucidate the benefits of precision agriculture in optimizing resource utilization, enhancing crop health, and promoting sustainability. Moreover, it examines the challenges faced in its implementation and proposes future directions to overcome these obstacles. Findings Through a review of existing literature and case studies, this paper presents a nuanced understanding of precision agriculture's impact on crop farming, livestock production, economic outcomes, and environmental sustainability. It identifies key challenges such as data security, implementation costs, and regulatory frameworks, while also highlighting innovative solutions and promising advancements in the field. Originality To the best of our knowledge, this paper represents a rigorous attempt to comprehensively analyze the landscape of precision agriculture, with a focus on its original contributions to the field. By synthesizing existing research and offering insights into future directions, it adds to the emerging knowledge base surrounding precision agriculture and its potential to revolutionize modern farming practices.

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3D printing applications in smart farming and food processing

Padhiary,

Barbhuiya,

Roy

et al. 2024

Smart Agricultural Technology

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

Cited by 16 publications

References 94 publications

Advancing climate resilience: technological innovations in plant-based, alternative and sustainable food production systems

Advancing climate resilience: technological innovations in plant-based, alternative and sustainable food production systems

Unlocking the potential of precision agriculture for sustainable farming

3D printing applications in smart farming and food processing

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