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 …

[HTML][HTML] BananaSqueezeNet: A very fast, lightweight convolutional neural network for the diagnosis of three prominent banana leaf diseases

MAB Bhuiyan, HM Abdullah, SE Arman… - Smart Agricultural …, 2023 - Elsevier
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 …

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 …

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 …

An Ensemble Hybrid Framework: A Comparative Analysis of Metaheuristic Algorithms for Ensemble Hybrid CNN features for Plants Disease Classification

K Taji, A Sohail, T Shahzad, BS Khan, MA Khan… - IEEE …, 2024 - ieeexplore.ieee.org
A stable and sustainable food supply chain is only possible with effective agriculture
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 …

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 …

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 …

[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 …

Determination of Superior Commodities For The Development of Small and Medium Industries in Kampar Regency

D Diniaty, AM Fauzi, TC Sunarti… - Journal of Applied …, 2024 - journal.yrpipku.com
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 …