Evaluation environment using edge computing for artificial intelligence-based irrigation system

T Kawai, H Mineno - 2020 16th International Conference on …, 2020 - ieeexplore.ieee.org
It is a concern that Japanese high-level agriculture represented by high-sugar tomato
cultivation will not be inherited by new farmers and will be lost due to the aging of Japanese …

Edge computing based smart aquaponics monitoring system using deep learning in IoT environment

CS Arvind, R Jyothi, K Kaushal, G Girish… - 2020 IEEE …, 2020 - ieeexplore.ieee.org
This research presents an approach to automatic control of the aquaponics system using an
autoML algorithm to improve plant and fish growth and help monitor the system using a …

Green Thumb Engineering: Artificial intelligence for managing IoT enabled houseplants

A Nurminen, A Malhi - … on Artificial Intelligence and Internet of …, 2020 - ieeexplore.ieee.org
Many hobbies and household activities can be carried out with little effort, and without
deeper understanding of the phenomenon at hand. Managing houseplants and herbs is …

Elucidation of Intelligent Classification Framework for Hydroponic Lettuce Deficiency using Enhanced Optimization Strategy and Ensemble Multi-Dilated Adaptive …

MH Abidi, S Chintakindi, AU Rehman… - IEEE …, 2024 - ieeexplore.ieee.org
Recent technological breakthroughs enable academics to suggest automating hydroponic
farms to increase productivity and reduce workforce requests, hence improving agricultural …

An intelligent plant dissease detection system for smart hydroponic using convolutional neural network

A Musa, M Hamada, FM Aliyu… - 2021 IEEE 14th …, 2021 - ieeexplore.ieee.org
Recently, researchers proposed automation of hydroponic systems to improve efficiency and
minimize manpower requirements. Thus increasing profit and farm produce. However, a fully …

An intelligent hydroponic farm monitoring system using IoT

JH Naphtali, S Misra, J Wejin, A Agrawal… - Data, Engineering and …, 2022 - Springer
Traditional farming is a process in which man works the soil for planting seeds or rearing
animals, either to provide food for himself and his family or for business. The traditional …

IoT based Farming Techniques in Indoor Environment: A Brief Survey

MS Gour, V Reddy, M Vamsi, N Sridhar… - 2020 5th International …, 2020 - ieeexplore.ieee.org
The past few decades, research is going on growing of plants without soil and supplying the
nutrients with manual control to help farmers for high yield and less cost. The hydroponics …

Detecting plant's diseases in Greenhouse using Deep Learning

R Osama, NEH Ashraf, A Yasser… - 2020 2nd Novel …, 2020 - ieeexplore.ieee.org
Agriculture is considered the main source of economic development in the world. Agriculture
is also the main supply of the world's food and fabrics. Diseases affecting plants in the …

Deep learning for assessing unhealthy lettuce hydroponic using convolutional neural network based on faster R-CNN with Inception V2

IY Pratama, A Wahab… - 2020 Fifth international …, 2020 - ieeexplore.ieee.org
The hydroponic system is a development of traditional farming that substitute soil as a
medium plant due to land limitation. Lettuce is the most popular hydroponic vegetable …

Plant Recommendation System Using Smart Irrigation Integrated with IoT and Machine/Deep Learning

S Tyagi, R Anand, A Sabharwal… - Communications in Soil …, 2024 - Taylor & Francis
Agriculture plays a pivotal role in the economy of most countries, serving as a primary
source of livelihood and sustenance. In the case of India, it occupies a substantial portion of …