An IoT-based intelligent farming using CNN for early disease detection in rice paddy

O Debnath, HN Saha - Microprocessors and Microsystems, 2022 - Elsevier
Huge economic losses occur in the agricultural industry due to bacterial, viral or fungal
infections in crops due to which farmers incur 15–20% losses on their profits annually. India …

Leaf disease classification in smart agriculture using deep neural network architecture and IoT

K Ramana, R Aluvala, MR Kumar… - Journal of Circuits …, 2022 - World Scientific
The Internet of Things (IoT) is bringing a new dimension to the smart farming market. This
helps the user to collect the data from the agricultural fields in real time and move it to …

Detection of paddy crops diseases and early diagnosis using faster regional convolutional neural networks

K Anandhan, AS Singh - 2021 international conference on …, 2021 - ieeexplore.ieee.org
Nowadays the grain food demand is increasing due to population increase. Rice is one of
the essential foods for half of the world's population. In India most of the farmer struggled to …

Deep learning for rice leaf disease detection in smart agriculture

N Thai-Nghe, NT Tri, NH Hoa - … on Artificial Intelligence and Big Data in …, 2021 - Springer
Vietnam is a country that has the advantage in agriculture, especially rice. Rice is one of the
primary food grains which provides sustenance to almost fifty percent of the world population …

[PDF][PDF] Detection and classification of paddy crop disease using deep learning techniques

SU Kiruthika, SKS Raja, R Jaichandran… - Int. J. Recent …, 2019 - researchgate.net
Agricultural production plays a vital role in Indian economy. The biggest menace for a farmer
is the various diseases that infect the crop. Quality and high production of crops is involved …

Paddy crop disease detection using deep learning techniques

M Akshitha, GM Siddesh, SRM Sekhar… - 2022 IEEE 2nd …, 2022 - ieeexplore.ieee.org
Agriculture productivity plays a key role in the economy development. The availability of food
is being exposed to crop diseases. Due to the spread of technology worldwide, it is now …

[PDF][PDF] Automatic rice plant disease recognition and identification using convolutional neural network

NPS Rathore, L Prasad - Journal of critical reviews, 2020 - researchgate.net
Increasing production of grain is necessary where quantity of the food is insufficient. Grain
production can be increased by controlling the crop disease and pests in time so that crop …

[PDF][PDF] Detection of disease in tomato plant using Deep Learning Techniques

VA Natarajan, MM Babitha… - International Journal of …, 2020 - researchgate.net
With continual advances in technology, there is an increased demand to provide enough
food for more than seven billion people. This work is limited to automated detection of …

A novel approach for rice plant diseases classification with deep convolutional neural network

SK Upadhyay, A Kumar - International Journal of Information Technology, 2022 - Springer
Agriculture is one of the major revenue-producing fields and a source of livelihood in India.
On the largest regions in India, rice is cultivated as an essential food. It is observed that rice …

Detection and classification of paddy leaf diseases using deep learning (cnn)

S Maheswaran, S Sathesh, P Rithika, IM Shafiq… - … , and Signal Processing, 2022 - Springer
India has a huge population and the major source of food supply is from agriculture.
Agricultural lands are getting destroyed mostly due to crop diseases, pests and plant …