Machine learning and deep learning based computational techniques in automatic agricultural diseases detection: Methodologies, applications, and challenges
Plant disease detection is a critical issue that needs to be focused on for productive
agriculture and economy. Detecting plant disease using traditional methods is a tedious job …
agriculture and economy. Detecting plant disease using traditional methods is a tedious job …
[HTML][HTML] A comprehensive review on detection of plant disease using machine learning and deep learning approaches
C Jackulin, S Murugavalli - Measurement: Sensors, 2022 - Elsevier
Agriculture plays a significant part in India due to their population growth and increased food
demands. Hence, there is a need to enhance the yield of crop. One of these important effects …
demands. Hence, there is a need to enhance the yield of crop. One of these important effects …
[HTML][HTML] Revolutionizing agriculture with artificial intelligence: plant disease detection methods, applications, and their limitations
Accurate and rapid plant disease detection is critical for enhancing long-term agricultural
yield. Disease infection poses the most significant challenge in crop production, potentially …
yield. Disease infection poses the most significant challenge in crop production, potentially …
A novel framework for image-based plant disease detection using hybrid deep learning approach
The agriculture sector contributes significantly to the economic growth of a country.
However, plant diseases are one of the leading causes of crop destruction that decreases …
However, plant diseases are one of the leading causes of crop destruction that decreases …
A review of deep learning techniques for identification and diagnosis of plant leaf disease
RN Jogekar, N Tiwari - Smart Trends in Computing and Communications …, 2021 - Springer
This paper focuses on review of deep learning techniques on plant leaf disease detection
and its diagnosis. As we know agricultural farming plays a crucial role in world economy but …
and its diagnosis. As we know agricultural farming plays a crucial role in world economy but …
A systematic review of different categories of plant disease detection using deep learning-based approaches
Artificial intelligence has a significant impact on all sectors. It is revolutionizing agriculture by
replacing traditional methods with more efficient techniques and helping the world improve …
replacing traditional methods with more efficient techniques and helping the world improve …
Performance of deep learning vs machine learning in plant leaf disease detection
Plants are recognized as essential as they are the primary source of humanity's energy
production since they are having nutritious, medicinal, etc. values. At any time between crop …
production since they are having nutritious, medicinal, etc. values. At any time between crop …
[HTML][HTML] A survey on using deep learning techniques for plant disease diagnosis and recommendations for development of appropriate tools
Several factors associated with disease diagnosis in plants using deep learning techniques
must be considered to develop a robust system for accurate disease management. A …
must be considered to develop a robust system for accurate disease management. A …
Deep learning in plant diseases detection for agricultural crops: a survey
Deep learning has brought a huge improvement in the area of machine learning in general
and most particularly in computer vision. The advancements of deep learning have been …
and most particularly in computer vision. The advancements of deep learning have been …
[HTML][HTML] A novel deep learning method for detection and classification of plant diseases
The agricultural production rate plays a pivotal role in the economic development of a
country. However, plant diseases are the most significant impediment to the production and …
country. However, plant diseases are the most significant impediment to the production and …