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Call for Papers:Vol.11 Issue.4

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Title: :  SYSTEM FOR FUTURISING FARMING USING ML AND IOT
PaperId: :  20825
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 3 2023
DUI:    16.0415/IJARIIE-20825
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
SARATH SASIILAHIA COLLEGE OF ENGINEERING AND TECHNOLOGY
ABHIJEET PAULILAHIA COLLEGE OF ENGINEERING AND TECHNOLOGY
FAHAD M ASHRAFILAHIA COLLEGE OF ENGINEERING AND TECHNOLOGY
MUHAMMED ALTHAF AILAHIA COLLEGE OF ENGINEERING AND TECHNOLOGY
SAFIYA K MILAHIA COLLEGE OF ENGINEERING AND TECHNOLOGY

Abstract

COMPUTER ENGINEERING
CNN,IOT,LPWAN,LORWAN
India is a farming country that has a large population to feed. Efficient Farming is always a great vision. Traditional farming methods have large flaws since it doesn’t consider changes in environment .We propose a system that automate almost 90% of plant cultivation. The system uses Machine learning methods identify weather condition as well as soil condition. The IOT methods are used for automating farming. Field of farming is technically advancing day by day. Still a large amount of Indian farmers do cultivation through traditional methods. They are time consuming as well as require high knowledge in farming. Even with the knowledge the crops can be damaged due to different hazardous conditions. The system we propose is a easy and anybody who has zero knowledge in farming can also use. Here we use CNN for soil prediction and Random Forest algorithm for weather prediction. By comparing both these values we can identify a appropriate crop. After crop prediction system with the help of Microcontroller helps in creating a automated farming environment

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IJARIIE SARATH SASI, ABHIJEET PAUL, FAHAD M ASHRAF, MUHAMMED ALTHAF A, and SAFIYA K M. "SYSTEM FOR FUTURISING FARMING USING ML AND IOT" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 3 2023 Page 4216-4222
MLA SARATH SASI, ABHIJEET PAUL, FAHAD M ASHRAF, MUHAMMED ALTHAF A, and SAFIYA K M. "SYSTEM FOR FUTURISING FARMING USING ML AND IOT." International Journal Of Advance Research And Innovative Ideas In Education 9.3(2023) : 4216-4222.
APA SARATH SASI, ABHIJEET PAUL, FAHAD M ASHRAF, MUHAMMED ALTHAF A, & SAFIYA K M. (2023). SYSTEM FOR FUTURISING FARMING USING ML AND IOT. International Journal Of Advance Research And Innovative Ideas In Education, 9(3), 4216-4222.
Chicago SARATH SASI, ABHIJEET PAUL, FAHAD M ASHRAF, MUHAMMED ALTHAF A, and SAFIYA K M. "SYSTEM FOR FUTURISING FARMING USING ML AND IOT." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 3 (2023) : 4216-4222.
Oxford SARATH SASI, ABHIJEET PAUL, FAHAD M ASHRAF, MUHAMMED ALTHAF A, and SAFIYA K M. 'SYSTEM FOR FUTURISING FARMING USING ML AND IOT', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, 2023, p. 4216-4222. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/SYSTEM_FOR_FUTURISING_FARMING_USING_ML_AND_IOT_ijariie20825.pdf (Accessed : 13 June 2023).
Harvard SARATH SASI, ABHIJEET PAUL, FAHAD M ASHRAF, MUHAMMED ALTHAF A, and SAFIYA K M. (2023) 'SYSTEM FOR FUTURISING FARMING USING ML AND IOT', International Journal Of Advance Research And Innovative Ideas In Education, 9(3), pp. 4216-4222IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/SYSTEM_FOR_FUTURISING_FARMING_USING_ML_AND_IOT_ijariie20825.pdf (Accessed : 13 June 2023)
IEEE SARATH SASI, ABHIJEET PAUL, FAHAD M ASHRAF, MUHAMMED ALTHAF A, and SAFIYA K M, "SYSTEM FOR FUTURISING FARMING USING ML AND IOT," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, pp. 4216-4222, May-Jun 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/SYSTEM_FOR_FUTURISING_FARMING_USING_ML_AND_IOT_ijariie20825.pdf [Accessed : 13 June 2023].
Turabian SARATH SASI, ABHIJEET PAUL, FAHAD M ASHRAF, MUHAMMED ALTHAF A, and SAFIYA K M. "SYSTEM FOR FUTURISING FARMING USING ML AND IOT." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 3 (13 June 2023).
Vancouver SARATH SASI, ABHIJEET PAUL, FAHAD M ASHRAF, MUHAMMED ALTHAF A, and SAFIYA K M. SYSTEM FOR FUTURISING FARMING USING ML AND IOT. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 13 June 2023]; 9(3) : 4216-4222. Available from: https://ijariie.com/AdminUploadPdf/SYSTEM_FOR_FUTURISING_FARMING_USING_ML_AND_IOT_ijariie20825.pdf
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