Internet of things-based remote monitoring and classification of Spinacia oleracea leaf disease using deep learning approach

SP Jena, S Chakravarty… - International Journal of …, 2024 - inderscienceonline.com
Due to the change in the climatical conditions, there is a considerable impact on the plant's
growth. Hence, a system with a model has been developed for monitoring Spinacia oleracea …

Prediction of Stock Price Using Machine Learning Techniques

SP Jena, AK Yadav, D Gupta… - 2023 IEEE 2nd …, 2023 - ieeexplore.ieee.org
The paper presents a study on stock price prediction using a Long Short-Term Memory
(LSTM) model and other machine learning techniques like Random Forest (RF). The LSTM …

Identification and Detection of Leaf Miner, Pests Infestation in Cucurbitaceae Family in Real Time Infield Scenarios using YOLOv5s Object Detection Model

MAK Prasad, NS Rani… - … on Computing for …, 2024 - ieeexplore.ieee.org
This study contributes to technological developments in precision agriculture by developing
a YOLOv5sbased model with a high F1 score and mAP, highlighting its potential for real …

Integration of Cellular IoT for Greenhouse Monitoring, Controlling and Notification System

SP Jena, S Chakravarty, S Sahoo… - 2023 IEEE 9th …, 2023 - ieeexplore.ieee.org
To harvest crops at the ideal time, conventional farmers must often physically tour the farms
to measure various environmental parameters, including temperature, humidity, light …