IoT and deep learning based smart greenhouse disease prediction

K Pothuganti, B Sridevi… - … conference on recent …, 2021 - ieeexplore.ieee.org
… The current study and development of a Smart Greenhouse System focuses on a unique
mix of greenhouse monitoring, alerting, automation, and data analysis. The system design …

[PDF][PDF] IoT-based smart greenhouse with disease prediction using deep learning

N Fatima, SA Siddiqui, A Ahmad - International Journal of …, 2021 - pdfs.semanticscholar.org
… an all-inclusive approach for implementing a Smart Greenhouse with aspects of monitoring,
alerting, efficient memory utilization, irrigation automation and disease prediction of plants. It …

IoT-based strawberry disease prediction system for smart farming

S Kim, M Lee, C Shin - Sensors, 2018 - mdpi.com
… In this study, to construct a disease and pest prediction system for Seolhyang, a South … ,
two linked smart greenhouses were constructed, as shown in Figure 4. Inside the greenhouses, …

Environmental monitoring and disease detection of plants in smart greenhouse using internet of things

FA Khan, AA Ibrahim, AM Zeki - Journal of Physics …, 2020 - iopscience.iop.org
… is the prediction of diseases in plants during the phases of its growth. … of greenhouse into
a smart greenhouse applied with state-of-the-art sensors and actuators inside the greenhouse. …

Smart farm prototype for plant disease detection, diagnosis & treatment using IoT device in a greenhouse

MH Jumat, MS Nazmudeen, AT Wan - 2018 - IET
diseases is very difficult. We propose the development of a costeffective and affordable smart
farming prototype that can detect plant diseasesgreenhouse. The development of such a …

Plant Disease Prediction Using Deep Learning in Smart Greenhouse

VN Jatinjayasimha, K Jyoti, Jasnavi, D Hegde… - ICT Systems and …, 2022 - Springer
… to build a smart greenhouse that includes features such as plant disease prediction using
deep … The disease prediction deep learning models were trained and evaluated using Internet …

IoT based smart greenhouse framework and control strategies for sustainable agriculture

MS Farooq, R Javid, S Riaz, Z Atal - IEEE Access, 2022 - ieeexplore.ieee.org
… Whereas, two other sensors ie Handheld Plant Health Sensor and Leaf Wetness Sensor
are used to monitor the leaf disease and leaf wetness of any plant in the greenhouse. The …

Intelligent disease detection system for greenhouse with a robotic monitoring system

S Fernando, R Nethmi, A Silva, A Perera… - … on Advancements in …, 2020 - ieeexplore.ieee.org
diseases at an early stage. This research focused on designing a system to detect disease,
which causes yellowish in greenhouse … that grow under greenhouse-controlled environments…

MyGreen: An IoT-enabled smart greenhouse for sustainable agriculture

PK Tripathy, AK Tripathy, A Agarwal… - IEEE Consumer …, 2021 - ieeexplore.ieee.org
… This is because with the increase in samples, the dataset becomes rich and the learning
rate increases, yielding better accuracy and prediction for detecting diseases in rose plants. …

Time-series prediction for sensing in smart greenhouses

A Ali, HS Hassanein - GLOBECOM 2020-2020 IEEE Global …, 2020 - ieeexplore.ieee.org
… and to protect them from diseases. Predicting greenhouse parameters will allow growers
to reach the optimal parameters and control the climate inside greenhouse. Thus, decreasing …