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An overview of agriculture 4.0 development: Systematic review of descriptions, technologies, barriers, advantages, and disadvantages
Agriculture 4.0 upgrades traditional production methods and world agriculture strategies to
an optimized value chain using a range of emerging technologies that enhance disruptive …
an optimized value chain using a range of emerging technologies that enhance disruptive …
Automation in agriculture by machine and deep learning techniques: A review of recent developments
Recently, agriculture has gained much attention regarding automation by artificial
intelligence techniques and robotic systems. Particularly, with the advancements in machine …
intelligence techniques and robotic systems. Particularly, with the advancements in machine …
Fruit detection and recognition based on deep learning for automatic harvesting: An overview and review
F **ao, H Wang, Y Xu, R Zhang - Agronomy, 2023 - mdpi.com
Continuing progress in machine learning (ML) has led to significant advancements in
agricultural tasks. Due to its strong ability to extract high-dimensional features from fruit …
agricultural tasks. Due to its strong ability to extract high-dimensional features from fruit …
A survey on smart farming data, applications and techniques
Abstract The Internet of Things (IoT) and the relevant technologies have had a significant
impact on smart farming as a major sub-domain within the field of agriculture. Modern …
impact on smart farming as a major sub-domain within the field of agriculture. Modern …
Applications of deep-learning approaches in horticultural research: a review
B Yang, Y Xu - Horticulture Research, 2021 - academic.oup.com
Deep learning is known as a promising multifunctional tool for processing images and other
big data. By assimilating large amounts of heterogeneous data, deep-learning technology …
big data. By assimilating large amounts of heterogeneous data, deep-learning technology …
An extensive review on agricultural robots with a focus on their perception systems
A Thakur, S Venu, M Gurusamy - Computers and Electronics in Agriculture, 2023 - Elsevier
Agriculture represents an essential aspect of human existence, providing the sustenance
necessary for survival in the form of food and various other products. Additionally, it serves …
necessary for survival in the form of food and various other products. Additionally, it serves …
[HTML][HTML] Competitiveness of food industry in the era of digital transformation towards agriculture 4.0
Industry 4.0 and its technologies can potentially increase business competitiveness in the
age of digital transformation through the implementation of its technologies. These digital …
age of digital transformation through the implementation of its technologies. These digital …
[HTML][HTML] Image-based plant disease identification by deep learning meta-architectures
The identification of plant disease is an imperative part of crop monitoring systems.
Computer vision and deep learning (DL) techniques have been proven to be state-of-the-art …
Computer vision and deep learning (DL) techniques have been proven to be state-of-the-art …
Progress in the application of cnn-based image classification and recognition in whole crop growth cycles
The categorization and identification of agricultural imagery constitute the fundamental
requisites of contemporary farming practices. Among the various methods employed for …
requisites of contemporary farming practices. Among the various methods employed for …
Proposal for a framework to manage the barriers that hinder the development of agriculture 4.0 in the agricultural production chain
Agriculture 4.0 technologies like the internet of things, machine learning, unmanned aerial
vehicles, big data analytics, robotics, and artificial intelligence can benefit all stages and …
vehicles, big data analytics, robotics, and artificial intelligence can benefit all stages and …