Study of machine learning techniques for plant disease recognition in agriculture

P Dwivedi, S Kumar, S Vijh… - 2021 11th International …, 2021 - ieeexplore.ieee.org
Usage of machine learning in agriculture is showing exponential improvement and gateway
for interdisciplinary research. The implementation of autonomous techniques in agriculture …

Classification of plant leaf diseases using machine learning and image preprocessing techniques

P Sharma, P Hans, SC Gupta - 2020 10th international …, 2020 - ieeexplore.ieee.org
Agriculture is one of the main factor that decides the growth of any country. In India itself
around 65% of the population is based on agriculture. Due to various seasonal conditions …

Leaf disease detection using convolutional neural network

S Omar, R Jain, V Bali - … on machine learning, big data, cloud …, 2022 - ieeexplore.ieee.org
The growth of a country is based upon the agricultural as well as its industrial development.
In India, the two most commonly used vegetables are tomato and potato. In this article, there …

Paddy Leaf Disease Detection using CNN

NR Moparthi, D Bhattacharyya, G Balakrishna… - … & ESSENTIAL OILS …, 2021 - nveo.org
Plant diseases function as a significant threat to the food industry. The projected system
helps in detection of crop diseases and provides remedies which might defend in …

Enhancing crop health by identifying leaf disease with high accuracy using CNN

TSL Suvarna, NN Sai, SD Rao… - … on Secure Cyber …, 2023 - ieeexplore.ieee.org
In recent years, plant diseases have become a top concern for farmers and agriculturalists.
In this paper, seven plant species like apple, tomato, potato, grape, bell pepper, corn, peach …

Disease Detection in Tomato plants and Remote Monitoring of agricultural parameters

AH Deepak, A Gupta, M Choudhary… - 2019 11th …, 2019 - ieeexplore.ieee.org
Unarguably, tomato plants provide a lot of health benefits. Just to name a few, maintenance
of blood pressure and reduction of blood sugar levels in diabetic people. Consequently, it is …

Cauliflower leaf disease detection using computerized techniques

TY Orin, MU Mojumdar, SMT Siddiquee… - 2021 IEEE 6th …, 2021 - ieeexplore.ieee.org
Crop cultivation is an important role in the agriculture industry. Presently, food loss is
primarily caused by sick crops, which affects growth rate and increase. High yield depends a …

Detection of leaf diseases for multiple plants using convolutional neural network

S Pawar, P Thorave, N Panigrahi… - … on Smart Electronics …, 2022 - ieeexplore.ieee.org
Diseases can be harmful to plant health and affecting their growth. Several leaf diseases
control the growth of plants. So, early diagnosis of plant diseases is important in agricultural …

[PDF][PDF] Design and implementation of deep learning method for disease identification in plant leaf

RA Mulla, ME Pawar, SS Banait, SN Ajani… - … Journal on Recent …, 2023 - researchgate.net
In the whole agriculture plays a very important in country's economic condition specially in
Indian agriculture has a crucial role for raising the Indian economic structure and its level …

Intelligent health assessment system for paddy crop using CNN

PRS Sankar, SRK DPS, MMV Rakesh… - 2021 3rd …, 2021 - ieeexplore.ieee.org
Crop cultivation plays an essential role in the agricultural field. Presently, the loss of food is
mainly due to infected crops, which reflexively reduces the production rate. Health …