[HTML][HTML] Automation and digitization of agriculture using artificial intelligence and internet of things
The growing population and effect of climate change have put a huge responsibility on the
agriculture sector to increase food-grain production and productivity. In most of the countries …
agriculture sector to increase food-grain production and productivity. In most of the countries …
Leaf disease detection using machine learning and deep learning: Review and challenges
Identification of leaf disorder plays an important role in the economic prosperity of any
country. Many parts of a plant can be infected by a virus, fungal, bacteria, and other …
country. Many parts of a plant can be infected by a virus, fungal, bacteria, and other …
Artificial driving based EfficientNet for automatic plant leaf disease classification
Plant disease (PD) detection is a substantial problem that needs to be tackled to develop the
economy and improve agricultural production. Using conventional methods to classify plant …
economy and improve agricultural production. Using conventional methods to classify plant …
Assessment of state-of-the-art deep learning based citrus disease detection techniques using annotated optical leaf images
S Dananjayan, Y Tang, J Zhuang, C Hou… - Computers and Electronics …, 2022 - Elsevier
Citrus (Citrus reticulata) plants are affected by several diseases and require keen attention
to detect and cure the diseases in time; otherwise, significant financial loss is incurred. With …
to detect and cure the diseases in time; otherwise, significant financial loss is incurred. With …
[HTML][HTML] Internet of Things and smart sensors in agriculture: Scopes and challenges
Agriculture is an essential sector needed for survival of the human community. Several
measures have been taken to enhance the crop production. However harsh environmental …
measures have been taken to enhance the crop production. However harsh environmental …
A novel transfer deep learning method for detection and classification of plant leaf disease
The major cause of plant mortality and devastation, particularly among trees is plant
diseases. This problem, however, may be handled and treated effectively through early …
diseases. This problem, however, may be handled and treated effectively through early …
CLA: A self-supervised contrastive learning method for leaf disease identification with domain adaptation
Plant leaf diseases cause a decrease in crop yield and degrade the quality, which presents
the urgent need for leaf disease identification. Recently, deep learning technologies …
the urgent need for leaf disease identification. Recently, deep learning technologies …
[HTML][HTML] Deep learning-based plant classification and crop disease classification by thermal camera
G Batchuluun, SH Nam, KR Park - … of King Saud University-Computer and …, 2022 - Elsevier
Studies regarding image classification based on plant and crop disease images that were
acquired using a visible light camera have been conducted in the past, whereas those …
acquired using a visible light camera have been conducted in the past, whereas those …
A systematic review of citrus disease perceptions and fruit grading using machine vision
Citrus is one of the most commonly farmed and popular fruit crops globally. Citrus fruits are
high in vitamins, minerals, and dietary fibre, which are essential for overall health. Oranges …
high in vitamins, minerals, and dietary fibre, which are essential for overall health. Oranges …
Deep learning-based automated disease detection and classification model for precision agriculture
A Pavithra, G Kalpana, T Vigneswaran - Soft Computing, 2023 - Springer
Plant phenotyping and Precision agriculture are information-and technology-oriented fields
with specific challenges and demands for the detection and diagnosis of plant disease …
with specific challenges and demands for the detection and diagnosis of plant disease …