[HTML][HTML] Deep learning-based leaf disease detection in crops using images for agricultural applications

J Eunice, DE Popescu, MK Chowdary, J Hemanth - Agronomy, 2022 - mdpi.com
The agricultural sector plays a key role in supplying quality food and makes the greatest
contribution to growing economies and populations. Plant disease may cause significant …

[HTML][HTML] Potato blight detection using fine-tuned CNN architecture

MH Al-Adhaileh, A Verma, THH Aldhyani, D Koundal - Mathematics, 2023 - mdpi.com
Potato is one of the major cultivated crops and provides occupations and livelihoods for
numerous people across the globe. It also contributes to the economic growth of developing …

Systematic Review on Maize Plant Disease Identification Based on Machine Learning

VN Gandham, L Jain, S Paidipati… - 2023 International …, 2023 - ieeexplore.ieee.org
Agriculture plays a crucial role in everyone's life. In this technological world, 75 out of 100
are taking steps towards automated workflow solutions rather than staying in the same …

[PDF][PDF] CNN Ensemble Learning Method for Transfer learning: A Review

YI Sulistya, ETB Bangun, DA Tyas - ILKOM Jurnal Ilmiah, 2023 - researchgate.net
This study provides a review of CNN's ensemble learning method for transfer learning by
highlighting sections such as review studies, datasets, pre-trained models, transfer learning …

[HTML][HTML] Vineyard gap detection by convolutional neural networks fed by multi-spectral images

S Sulemane, JP Matos-Carvalho, D Pedro, F Moutinho… - Algorithms, 2022 - mdpi.com
This paper focuses on the gaps that occur inside plantations; these gaps, although not
having anything growing in them, still happen to be watered. This action ends up wasting …

[HTML][HTML] An Intelligent System-Based Coffee Plant Leaf Disease Recognition Using Deep Learning Techniques on Rwandan Arabica Dataset

E Hitimana, OJ Sinayobye, JC Ufitinema… - Technologies, 2023 - mdpi.com
Rwandan coffee holds significant importance and immense value within the realm of
agriculture, serving as a vital and valuable commodity. Additionally, coffee plays a pivotal …

Multiclass Classification of Rice Leaf Disease Using Deep Learning Based Model

A Saini, K Guleria, S Sharma - 2023 3rd Asian Conference on …, 2023 - ieeexplore.ieee.org
Agriculture plays an important role in every individual's life, and crop diseases are a
common concern for farmers. Unfortunately, the prevalence of crop diseases is increasing …

A classification approach for heart disease diagnosis using machine learning

JRV Jeny, NS Reddy, P Aishwarya - 2021 6th International …, 2021 - ieeexplore.ieee.org
Heart Disease (HD) is a critical condition that many people suffer from and it is the
expression which is used to characterize different types of heart conditions. Many people …

Smart agriculture implementation using IoT and leaf disease detection using logistic regression

T Rajeshwari, PAH Vardhini… - … conference on recent …, 2021 - ieeexplore.ieee.org
The need of robotics, automation, IoT and its implementation based on precision agriculture
is very much necessary to eliminate the usage of manpower in farming. In order to make this …

AI-Based Approaches for the Diagnosis of Mpox: Challenges and Future Prospects

S Asif, M Zhao, Y Li, F Tang, S Ur Rehman Khan… - … Methods in Engineering, 2024 - Springer
Mpox, a zoonotic viral disease, poses a significant threat to human health, characterized by
its potential for human-to-human transmission and its manifestation in severe flu-like …