Fruit and vegetable disease detection and classification: Recent trends, challenges, and future opportunities
S Gupta, AK Tripathi - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
Fruits and vegetables are major sources of nutrients for the majority of the population across
the globe. With the rapid increase in population, the objectives of the future agro-industry are …
the globe. With the rapid increase in population, the objectives of the future agro-industry are …
[HTML][HTML] BananaSqueezeNet: A very fast, lightweight convolutional neural network for the diagnosis of three prominent banana leaf diseases
All over the world, bananas are one of the most common fruits. It accounts for nearly 16% of
global fruit production. However, every year, a large amount of banana yield losses occur …
global fruit production. However, every year, a large amount of banana yield losses occur …
FruitQ: a new dataset of multiple fruit images for freshness evaluation
OO Abayomi-Alli, R Damaševičius, S Misra… - Multimedia Tools and …, 2024 - Springer
Application of artificial intelligence methods in agriculture is gaining research attention with
focus on improving planting, harvesting, post-harvesting, etc. Fruit quality recognition is …
focus on improving planting, harvesting, post-harvesting, etc. Fruit quality recognition is …
A transfer learning-based deep convolutional neural network for detection of fusarium wilt in banana crops
K Yan, MKC Shisher, Y Sun - AgriEngineering, 2023 - mdpi.com
During the 1950s, the Gros Michel species of bananas were nearly wiped out by the
incurable Fusarium Wilt, also known as Panama Disease. Originating in Southeast Asia …
incurable Fusarium Wilt, also known as Panama Disease. Originating in Southeast Asia …
An Ensemble Hybrid Framework: A Comparative Analysis of Metaheuristic Algorithms for Ensemble Hybrid CNN features for Plants Disease Classification
A stable and sustainable food supply chain is only possible with effective agriculture
management. The application of technology in agriculture has recently produced …
management. The application of technology in agriculture has recently produced …
Plant leaf disease identification by parameter-efficient transformer with adapter
X Xu, G Yang, Y Wang, Y Shang, Z Hua, Z Wang… - … Applications of Artificial …, 2024 - Elsevier
Accurate identification of plant disease is of crucial importance for agricultural production.
Existing research often tailor dedicated leaf disease recognition models for each plant …
Existing research often tailor dedicated leaf disease recognition models for each plant …
Raspberries-LITRP database: RGB images database for the industrial applications of red raspberries' automatic quality estimation
A Quintero Rincón, M Mora, J Naranjo-Torres… - Applied Sciences, 2022 - mdpi.com
This work presents a free new database designed from a real industrial process to
recognize, identify, and classify the quality of the red raspberry accurately, automatically …
recognize, identify, and classify the quality of the red raspberry accurately, automatically …
Agry: a comprehensive framework for plant diseases classification via pretrained EfficientNet and convolutional neural networks for precision agriculture
S Saleki, J Tahmoresnezhad - Multimedia Tools and Applications, 2024 - Springer
Diagnosing plant diseases is a vital issue in maintaining and developing of agricultural
products. These diseases occur with changes in the tissue of different parts of plants. While …
products. These diseases occur with changes in the tissue of different parts of plants. While …
[HTML][HTML] A fully labelled image dataset of banana leaves deficient in nutrients
P Sunitha, B Uma, S Channakeshava, S Babu - Data in Brief, 2023 - Elsevier
Agriculture is the art and science of cultivating the soil, growing crops and raising livestock.
Enhancing crop yield becomes essential to improve economy in agriculture sector. Crops …
Enhancing crop yield becomes essential to improve economy in agriculture sector. Crops …
Determination of Superior Commodities For The Development of Small and Medium Industries in Kampar Regency
The small and medium industries based on superior commodities potentially developed in
Kampar Regency, as of its second-largest share contribution of GDP after the agriculture …
Kampar Regency, as of its second-largest share contribution of GDP after the agriculture …