IoT and machine learning approaches for automation of farm irrigation system

A Vij, S Vijendra, A Jain, S Bajaj, A Bassi… - Procedia Computer …, 2020 - Elsevier
In the current age of high competition and risk in markets, technological advancements are a
must for better growth and sustainability. The same applies to the agriculture industry. Every …

Automatic soil classification by using Gabor wavelet & support vector machine in digital image processing

S Shivhare, K Cecil - 2021 Third International Conference on …, 2021 - ieeexplore.ieee.org
Soil is an imperative element of agriculture where there are various types of soil available for
the same. Every soil has its distinct type of features and its harvesting nature for the …

An IoT Based Agricultural Management Approach Using Machine Learning

M Kasiselvanathan, G Sekar, J Prasad… - … on Innovative Data …, 2023 - ieeexplore.ieee.org
Agriculture is India's most crucial and vital occupation since it balances the human
population's need for food and the supply of essential raw materials for numerous industries …

Visual transformer for soil classification

A Jagetia, U Goenka, P Kumari… - 2022 IEEE Students …, 2022 - ieeexplore.ieee.org
Our food security is built on the foundation of soil. Farmers would be unable to feed us with
fiber, food, and fuel if the soils were not healthy. Accurately predicting the type of soil helps …

IoT based Automated Remote Monitoring System for Smart Farming

R Maruthi, S Nagarajan, R Anitha… - 2023 4th International …, 2023 - ieeexplore.ieee.org
The population has increased over the years, which has affected the food supply and
demand. Population growth, climate change and natural resource challenges are inter …

[PDF][PDF] A Review on Automatic Soil Classification in Digital Image Processing

S Shivhare, K Cecil - academia.edu
Soil classification is an essential piece of geology. However, many examinations have
assessed the precision and consistency of the soil classification using various techniques …