Potato disease prediction using machine learning, image processing and IoT–a systematic literature survey

A Gupta, A Chug, AP Singh - Journal of Crop Improvement, 2024 - Taylor & Francis
Potato is one of the most nutritious foods rich in fiber and essential vitamins and minerals.
However, potato plants may suffer from diseases such as early blight, late blight, septoria …

Impact of efficientnetb3 for stratification of tomato leaves disease

R Singh, A Sharma, V Anand… - 2022 6th International …, 2022 - ieeexplore.ieee.org
India's rapidly expanding agriculture sector relies on early leaf detection. For the agricultural
sector to succeed in its mission of feeding a large population, early detection of leaf …

Potato plant leaf disease detection using deep learning method

Cİ Sofuoğlu, D Bırant - Journal of Agricultural Sciences, 2024 - dergipark.org.tr
In agriculture, plant disease detection and cures for those diseases are crucial for high crop
production and yield sustainably. Improvements in the automated disease detection and …

Artificial Intelligence Driven Smart Farming for Accurate Detection of Potato Diseases: A Systematic Review

A Kaur, GS Randhawa, F Abbas, M Ali, TJ Esau… - IEEE …, 2024 - ieeexplore.ieee.org
Agriculture can ensure food security and enhance monetary benefits if practiced with
modern technologies and supported with artificial intelligence (AI). Modern advancements in …

Artificial intelligence in plant disease identification: Empowering agriculture

T Garg, P Dwivedi, MK Mishra, NC Joshi… - Methods in …, 2024 - Elsevier
The agricultural sector faces numerous challenges, such as infectious diseases, pest
invasions, improper soil management, inadequate watering, and more. Among these, plant …

[HTML][HTML] Sustainable apple disease management using an intelligent fine-tuned transfer learning-based model

A Sulaiman, V Anand, S Gupta, H Alshahrani… - Sustainability, 2023 - mdpi.com
Apple foliar diseases are a group of diseases that affect the leaves of apple trees. These
diseases can significantly impact apple tree health and fruit yield. Ordinary apple foliar …

An Automated Coronary Artery Disease Diagnosis System using Machine Learning

KS Gill, A Sharma, V Anand… - … on Automation, Computing …, 2022 - ieeexplore.ieee.org
Heart disease is the biggest cause of death worldwide. It is a complex process that requires
experience and a high level of knowledge for medical professionals to forecast, thus it …

Texture Features Retrieval using Convolutional Neural Networks for Multiclass Classification of Plant Diseases

G Sharma, V Anand, S Gupta - 2023 International Conference …, 2023 - ieeexplore.ieee.org
Early leaf detection is essential to India's rapidly growing agricultural industry. Early plant
leaf issues identification and the creation of forecasting techniques are crucial for the …

Enhancing crop productivity with fined-tuned deep convolution neural network for Potato leaf disease detection

P Mhala, A Bilandani, S Sharma - Expert Systems with Applications, 2025 - Elsevier
Potato plants (Solanum tuberosum) are prone to various diseases that result in substantial
economic losses for farmers. This research presents a deep learning-based approach to …

Apple leaf disease detection using densenet121 transfer learning model

R Singh, N Sharma, R Gupta - 2023 International Conference …, 2023 - ieeexplore.ieee.org
Apple tree cultivation is important in global horticulture because of its contribution to food
production and economic benefits. Nonetheless, leaf diseases such as discoloration …