Image Classification for Precision Agriculture: A Coffee Study Case

J Ribeiro, M Mileski, JLS Junior… - Anais do Computer …, 2024 - periodicos.univali.br
Precision agriculture has emerged as a transformative approach to optimizing crop
production and resource management in the agricultural sector. It leverages advanced …

Lemon classification using deep learning

JY AlZamily, SSA Naser - 2020 - philpapers.org
Background: Vegetable agriculture is very important to human continued existence and
remains a key driver of many economies worldwide, especially in underdeveloped and …

Deep computer vision system for cocoa classification

JF Lopes, VGT da Costa, DF Barbin… - Multimedia Tools and …, 2022 - Springer
Cocoa hybridisation generates new varieties which are resistant to several plant diseases,
but has individual chemical characteristics that affect chocolate production. Image analysis …

Machine learning for identification and classification of crops and weeds

DR Armstrong, M Götz, VC Nardelli… - 2021 XI Brazilian …, 2021 - ieeexplore.ieee.org
Machine learning for computer vision tasks is an area which has grown significantly in
recent years. At the same time, there has been a marked increase in demand for better …

Performance Analysis of Machine Learning Techniques for Smart Agriculture: Comparison of Supervised Classification Approaches

R Mouhssine, A Otman - International Journal of Advanced …, 2020 - search.proquest.com
Agriculture form one of the most important aspects of life necessities, it is responsible to feed
7.7 billion person for the time being, and it is expected to supply more than 9.6 billion …

[HTML][HTML] Método de clasificación de imágenes, empleando técnicas de inteligencia artificial, integrado a una plataforma IoT de agricultura inteligente

J Restrepo-Arias - 2023 - redcol.minciencias.gov.co
Staff View: Método de clasificación de imágenes, empleando técnicas de inteligencia artificial,
integrado a una plataforma IoT de agricultura inteligente Skip to content Logo gov.co Logo …

Enhanced convolutional-neural-network architecture for crop classification

MY Moreno-Revelo, L Guachi-Guachi… - Applied Sciences, 2021 - mdpi.com
Automatic crop identification and monitoring is a key element in enhancing food production
processes as well as diminishing the related environmental impact. Although several …

Cocoa-Net: Performance Analysis on Classification of Cocoa Beans Using Structural Image Feature

C Pal, S Das, A Akuli, SK Adhikari, A Dey - Informatica, 2024 - informatica.si
The process of cocoa hybridization produces new types that have unique chemical
properties that impact the manufacturing of chocolate yet are resistant to a number of plant …

IMAGE BASED COFFEE BEAN CLASSIFICATION USING DEEP LEARNING TECHNIQUE.

GG GEBREYES - 2021 - 197.156.88.199
Coffee is one of the most famous gentle drink within the world. Most peoples take a cup of or
double cup of coffee every morning to stimulate them even though they drink after the launch …

High performance vegetable classification from images based on alexnet deep learning model

L Zhu, Z Li, C Li, J Wu, J Yue - International Journal of Agricultural and …, 2018 - ijabe.org
Deep learning techniques can automatically learn features from a large number of image
data set. Automatic vegetable image classification is the base of many applications. This …