Smart farming monitoring using ML and MLOps

Y Akkem, SK Biswas, A Varanasi - International conference on innovative …, 2023 - Springer
Smart farming includes various operations like crop yield prediction, soil fertility analysis,
crop recommendation, water management, and many activities. Researchers are …

Computer vision and machine learning for smart farming and agriculture practices

K Kalinaki, W Shafik, TJL Gutu… - Artificial intelligence tools …, 2023 - igi-global.com
The advent of cutting-edge techniques such as Computer Vision (CV) and Artificial
Intelligence (AI) have sparked a revolution in the agricultural industry, with applications …

An Approach for Crop Prediction in Agriculture: Integrating Genetic Algorithms and Machine Learning

T Mahmud, N Datta, R Chakma, UK Das, MT Aziz… - IEEE …, 2024 - ieeexplore.ieee.org
Objectives: The agricultural sector in many South Asian countries, including Bangladesh
and India, plays a pivotal role in the economy, with a significant portion of the population …

Application of ML in Crop Selection for Precision Agriculture

S Dhawale, S Kakade, R Kulkarni… - … Conference on Digital …, 2023 - ieeexplore.ieee.org
Agriculture is a major industry contributing significantly to economic development. It is
essential to study the agriculture system to provide food security. Despite technological …

Deep Learning-Based Agriculture Monitoring and Forecasting

I Mehta, SK Bharti, H Mehta, RK Gupta - Artificial Intelligence Tools …, 2023 - igi-global.com
Smart agriculture has become crucial in meeting the increasing dietary needs of a growing
population, particularly in countries where agriculture has significant economic impact. Deep …

International Conference on Innovative Computing and Communications

AE Hassanien, O Castillo, S Anand, A Jaiswal - Proceedings of ICICC, 2023 - Springer
We hereby are delighted to announce that Shaheed Sukhdev College of Business Studies,
New Delhi, in association with National Institute of Technology Patna and University of …

Optimizing Crop Yields With Multilayer Perceptrons: A Data-Driven Approach

N Nivetha, S Usharani - 2024 8th International Conference on …, 2024 - ieeexplore.ieee.org
Precision agriculture has become a major change in crop farming. It utilises cutting-edge
technologies to maximise field-level management. Precision agriculture has completely …

Internet of Things for Sustainable Agriculture

C Sugunadevi - 2023 2nd International Conference on …, 2023 - ieeexplore.ieee.org
Agriculture and food security are being threatened by the problems of urbanization,
Industrialization, Commercial markets, degradation of soil, insufficient resource, a lack of …

The Utilization of Machine Learning Algorithms for Precision Agriculture: Enhancing Crop Selection

S Kakade, R Kulkarni, S Dhawale - Green Intelligent Systems …, 2023 - tecnoscientifica.com
Agriculture stands as a crucial economic driver, playing a pivotal role in fostering economic
progress. Understanding the dynamics of the agricultural system is imperative for ensuring …

Forecasting the Environment Factors for Optimal Plant Growth using XGBoost

KVS Bhai, SM Ahmad, KYN Gupta… - … and Smart Systems …, 2024 - ieeexplore.ieee.org
In our country, farming stands as the most ancient and essential occupation, playing a
pivotal role in national development. Accurate forecasting of environmental factors is crucial …