A critical review on computer vision and artificial intelligence in food industry
(چکیده مقاله) :
Abstract :
Emerging technologies such as computer vision and Artificial Intelligence (AI) are estimated to leverage the
accessibility of big data for active training and yielding operational real time smart machines and predictable
models. This phenomenon of applying vision and learning methods for the improvement of food industry is
termed as computer vision and AI driven food industry. This review contributes to provide an insight into state-ofthe-
art AI and computer vision technologies that can assist farmers in agriculture and food processing. This paper
investigates various scenarios and use cases of machine learning, machine vision and deep learning in global
perspective with the lens of sustainability. It explains the increasing demand towards the AgTech industry using
computer vision and AI which might be a path towards sustainable food production to feed the future. Also, this
review tosses some implications regarding challenges and recommendations in inclusion of technologies in real
time farming, substantial global policies and investments. Finally, the paper discusses the possibility of using
Fourth Industrial Revolution [4.0 IR] technologies such as deep learning and computer vision robotics as a key for
sustainable food production.
accessibility of big data for active training and yielding operational real time smart machines and predictable
models. This phenomenon of applying vision and learning methods for the improvement of food industry is
termed as computer vision and AI driven food industry. This review contributes to provide an insight into state-ofthe-
art AI and computer vision technologies that can assist farmers in agriculture and food processing. This paper
investigates various scenarios and use cases of machine learning, machine vision and deep learning in global
perspective with the lens of sustainability. It explains the increasing demand towards the AgTech industry using
computer vision and AI which might be a path towards sustainable food production to feed the future. Also, this
review tosses some implications regarding challenges and recommendations in inclusion of technologies in real
time farming, substantial global policies and investments. Finally, the paper discusses the possibility of using
Fourth Industrial Revolution [4.0 IR] technologies such as deep learning and computer vision robotics as a key for
sustainable food production.
(توضیحات تکمیلی) :
(توضیحات تکمیلی) :
Description :
مقاله ISI انگلیسی اصلی
سال انتشار: 2020
فایل ISI انگلیسی اصلی ، با فرمت Pdf
تعداد صفحات فایل ISI انگلیسی اصلی: 12 صفحه
سال انتشار: 2020
فایل ISI انگلیسی اصلی ، با فرمت Pdf
تعداد صفحات فایل ISI انگلیسی اصلی: 12 صفحه
Authors / Descriptions(نویسندگان/توضیحات): سال انتشار 2020 \ مقاله ISI انگلیسی اصلی \ نویسندگان: Vijay Kakani a, Van Huan Nguyen b, Basivi Praveen Kumar c, Hakil Kim a,*, Visweswara Rao Pasupuleti
Sent date(تاریخ ارسال) :
1399/06/14 | 9/4/2020
Number of visits(تعداد بازدید):
600
Key words (کلمات کلیدی):
Computer vision , Artificial intelligence , Sustainable food supply , Autonomous navigation
Number of pages(تعداد صفحات) :
12
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