Farming Forward: Integrating IoT, AI, and Image Processing for Sustainable Agriculture

Year : 2024 | Volume :14 | Issue : 02 | Page : –
By

Namrata Deshmukh

Rohit Deshmukh

Aditya Shelke

Chinmay Jadhav

Sharayu Patil

  1. Student Department of Computer Engineering, Vishwaniketan’s Institute of Management Entrepreneurship and Engineering Technology (ViMEET), Khalapur Maharashtra India
  2. Student Department of Computer Engineering, Vishwaniketan’s Institute of Management Entrepreneurship and Engineering Technology (ViMEET), Khalapur Maharashtra India
  3. Student Department of Computer Engineering, Vishwaniketan’s Institute of Management Entrepreneurship and Engineering Technology (ViMEET), Khalapur Maharashtra India
  4. Student Department of Computer Engineering, Vishwaniketan’s Institute of Management Entrepreneurship and Engineering Technology (ViMEET), Khalapur Maharashtra India
  5. Assistance Professor Department of Computer Engineering, Vishwaniketan’s Institute of Management Entrepreneurship and Engineering Technology (ViMEET), Khalapur Maharashtra India

Abstract

Farming Forward: Integrating IoT, AI, and Image Processing for Sustainable Agriculture” explores the convergence of cutting-edge technologies in revolutionizing traditional farming practices towards sustainability. This paper investigates the integration of Internet of Things (IoT), Artificial Intelligence (AI), and Image Processing techniques in agricultural contexts, aiming to enhance efficiency, productivity, and environmental stewardship. Through a comprehensive review of recent advancements and case studies, this research elucidates the transformative potential of IoT-enabled sensors for real-time monitoring of soil health, crop growth, and environmental conditions. Additionally, it delves into the application of AI algorithms for predictive analytics, decision-making support, and autonomous agricultural operations. Furthermore, the utilization of image processing algorithms for crop disease detection, and precision agriculture is examined. The synthesis of these technologies into an interconnected framework not only optimizes resource utilization and minimizes environmental impact but also promotes sustainable agricultural practices. This paper underscores the imperative of embracing technological innovation to address the challenges facing modern agriculture while paving the way for a more sustainable and resilient food system.

Keywords: Precision agriculture, Sensor monitoring, Machine learning, Crop prediction, Sustainable Agriculture, IoT (Internet of Things), AI (Artificial Intelligence), Image Processing, Farming Technology, Precision Agriculture, Environmental Stewardship, Resource Optimization, Agricultural Innovation

[This article belongs to Journal of Communication Engineering & Systems(joces)]

How to cite this article: Namrata Deshmukh, Rohit Deshmukh, Aditya Shelke, Chinmay Jadhav, Sharayu Patil. Farming Forward: Integrating IoT, AI, and Image Processing for Sustainable Agriculture. Journal of Communication Engineering & Systems. 2024; 14(02):-.
How to cite this URL: Namrata Deshmukh, Rohit Deshmukh, Aditya Shelke, Chinmay Jadhav, Sharayu Patil. Farming Forward: Integrating IoT, AI, and Image Processing for Sustainable Agriculture. Journal of Communication Engineering & Systems. 2024; 14(02):-. Available from: https://journals.stmjournals.com/joces/article=2024/view=152679

References

  1. Lokesh M.P.T., Ponduri Manogna, Vengadesh J., P. Suresh Kumar. Smart Agriculture using IoT. International Journal for Multidisciplinary Research. 2023;5(2):1-8.
  2. Sudhir Yadav, Sumit Umrao, Yash Bhardwaj, Aviral Srivastava, Aditya Shukla, Subodh Kumar Sharma. A Review: Smart Agriculture System Using IOT. International Research Journal of Modernization in Engineering Technology and Science. 2022;04(05):5982-5986.
  3. Raghuvanshi D, Roy A, Panwar V. IoT Based Smart Agriculture System. International Journal of Research in Engineering and Science (IJRES). 2021;9(6).
  4. Nishanthi CH, Naveen D, Ram CS, Divya K, Kumar RA. Smart Farming Using IOT. International Journal of Innovative Research in Technology. 2021 Jun;8(1):791-6.
  5. Suny MF, Khatun T, Zaman Z, Fahim MM, Islam MA, Jesmin R, Akhund TM. Smart agricultural system using iot. InIntelligent Sustainable Systems: Selected Papers of WorldS4 2021, Volume 1 2022 (pp. 73-82). Springer Singapore.
  6. Harika Pendyala, Ganesh Kumar Rodda, Anooja Mamidi, Madhavi Vangala, Sathyam Bonala, Keerti Kumar Korlapati. IoT Based Smart Agriculture Monitoring System. International Journal of Scientific Engineering and Research (IJSER). 2021;9(7):31-34.
  7. Anusha A, Guptha A, Rao GS, Tenali RK. A model for smart agriculture using IOT. International Journal of Innovative Technology and Exploring Engineering (IJITEE). 2019 Apr;8(6).
  8. Goyal S, Mundra U. Prof. Sahana Shetty,” Smart Agriculture Using IOT”. International Journal of Computer Science and Mobile Computing. 2019 May;8(5):143-148.
  9. N. Sivakumar, Mr. P. Thiyagarajan, Ms. R. Sandhiya. IOT Based On Smart Agriculture. International Journal of Scientific & Engineering Research. 2018;9(4):151-153.
  10. Tech-Student M. A literature study on agricultural production system using IoT as inclusive technology. Int. J. Innov. Technol. Res. 2016;4(1):2727-31.
Regular Issue Subscription Review Article
Volume 14
Issue 02
Received May 8, 2024
Accepted May 30, 2024
Published July 2, 2024
Views: 7