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ADVANCEMENT IN AGRICULTURE WITH AI, ML AND IOT: AN OVERVIEW
Authors
Himani Patel,Vaishnavi Raut,Aditi Dhok,Jainy Sagwadiya,Shraddha More, Sayali Mahale
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Keywords
ML, AI, IoT, CNN, ANN, SVM, kNN, ELM
Abstract
For a very long time, it has been believed that the primary source of supplies for supplying people's basic needs has been agriculture. It is recognised as both a necessary kind of employment and a significant industrial sector in India. In order to maintain a healthy diversity, farmers should engage in traditional naked eye observation and produce healthy crops without using pesticides on their cultivation field or on the animals that eat such products. Farmers are assisted by a variety of machine learning algorithms in their agricultural processes. Systems like soil categorization, crop forecasting, disease detection, and feltilizer recommendation are created to make farming easier. To obtain a high degree of accuracy for the suggested approaches for disease prediction, crops prediction and soil classification, machine learning algorithms like SVM, kNN, and decision trees are utilised. Use of IoT in agriculture includes water sprinklers, drones, robots, livestock management, smart greenhouse, etc.
IJCRT's Publication Details
Unique Identification Number - IJCRT2212125
Paper ID - 228246
Author type - Indian Author
Page Number(s) - b140-b145
Pubished in - Volume 10 | Issue 12 | December 2022
DOI (Digital Object Identifier) -
No Of Downloads - 128
Author Country - India, 411035, Pune, Pune, 411035, Science and Technology
Publisher Name - IJPUBLICATION | www.ijcrt.org | ISSN : 2320-2882
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Himani Patel,Vaishnavi Raut,Aditi Dhok,Jainy Sagwadiya,Shraddha More, Sayali Mahale, "ADVANCEMENT IN AGRICULTURE WITH AI, ML AND IOT: AN OVERVIEW", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 12, pp.b140-b145, December 2022, Available at :http://www.ijcrt.org/papers/IJCRT2212125.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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