Coffee maturity classification using convolutional neural networks and transfer learning

MA Tamayo-Monsalve, E Mercado-Ruiz… - IEEE …, 2022 - ieeexplore.ieee.org
This work presents a framework for coffee maturity classification from multispectral image
data based on Convolutional Neural Networks (CNNs). The system leverages the use of …

Towards a real-time oil palm fruit maturity system using supervised classifiers based on feature analysis

MSM Alfatni, S Khairunniza-Bejo, MHB Marhaban… - Agriculture, 2022 - mdpi.com
Remote sensing sensors-based image processing techniques have been widely applied in
non-destructive quality inspection systems of agricultural crops. Image processing and …

Computer vision applied to food and agricultural products

JA Fracarolli, FFA Pavarin, W Castro… - Revista Ciência …, 2020 - SciELO Brasil
Computer vision (CV) has been applied for years to automate many human activities. It is
one of the key technologies for the modernization of the agri-food industry towards the fourth …

Physical-mechanical characterization of coffee fruits Coffea arabica L. var. Castillo classified by a colorimetry approach

J Buitrago-Osorio, HA Tinoco, L Perdomo-Hurtado… - Materialia, 2022 - Elsevier
Colombian coffee is internationally recognized for its quality and flavor, reflected in its
natural acidity, medium body, and intense aroma. These features require predominately …

Physical and Chemical Characteristics of Chosen Genotype of Robusta Coffee from Curahpoh Village Bondowoso East Java

SBPS Meliala, S Setiyono, DA Savitri, AP Arum… - Journal La …, 2024 - newinera.com
The identity of coffee is significant for consumers mostly in relation to the characteristics of
the end result product taste and quality. Robusta coffee varieties are widely grown by …

[HTML][HTML] Desarrollo de un sistema de clasificación de imágenes digitales para medir la humedad en granos de café

YT Tovar, AF Calvo, A Bejarano - Información tecnológica, 2022 - SciELO Chile
El principal objetivo de esta investigación es desarrollar un aplicativo móvil que permita
medir la humedad en granos de café por medio del procesamiento de imágenes, de …

Clasificación óptima de los frutos de café por su madurez mediante algoritmo de control

PM Portillo Mendoza, JP Ponce Alvino - 2022 - repositorio.utp.edu.pe
La presente investigación tiene como propósito conocer en qué medida un sistema
automático controlado por algoritmo, permite la clasificación óptima de los frutos de café …

[PDF][PDF] Clasificación óptima de los frutos de café por su madurez mediante algoritmo de control Optimum classification of coffee fruits according to their maturity by …

PM Portillo Mendoza, P Alvino, J Peter - portal.amelica.org
La presente investigación tiene como propósito conocer en qué medida un sistema de
automático controlado por algoritmo, permite la clasificación óptima de los frutos de café …

[引用][C] Enhancing green coffee quality assessment through deep learning

RGP Neto, PM de Sousa, LFR Moreira, PIVG God… - Anais do XVIII Workshop …, 2023 - SBC

[引用][C] Optimum classification of coffee fruits according to their maturity by means of a control algorithm

PM Portillo Mendoza, JP Ponce Alvino - Alfa Revista de Investigación en …, 2022 - BOLIVIA)