Feature extraction for cocoa bean digital image classification prediction for smart farming application
The implementation of Industry 4.0 emphasizes the capability and competitiveness in
agriculture application, which is the essential framework of a country's economy that …
agriculture application, which is the essential framework of a country's economy that …
Cocoa beans classification using enhanced image feature extraction techniques and a regularized Artificial Neural Network model
Cut-Test technique employs visual inspection of interior coloration, compartmentalization,
and defects of beans for effective classification of cocoa beans. However, due to its …
and defects of beans for effective classification of cocoa beans. However, due to its …
Detection of foreign materials in cocoa beans by hyperspectral imaging technology
The presence of foreign materials in a batch of cocoa beans affect its profitability,
marketability and overall quality grade of the product. Therefore, the identification of these …
marketability and overall quality grade of the product. Therefore, the identification of these …
Improving data security with Blockchain and Internet of Things in the gourmet cocoa bean fermentation process
Brazil was one of the largest cocoa producers in the world, mainly supported by the South of
Bahia region. After the 1980s, the witch-broom disease demolished plantations, and farmers …
Bahia region. After the 1980s, the witch-broom disease demolished plantations, and farmers …
Classification of Cacao Beans Based on their External Physical Features Using Convolutional Neural Network
CC Hortinela, KJR Tupas - 2022 IEEE Region 10 Symposium …, 2022 - ieeexplore.ieee.org
Cacao beans are the key ingredients in producing chocolate and other confectionery
products. Before they reach commercial chocolate production, they undergo a sorting …
products. Before they reach commercial chocolate production, they undergo a sorting …
Classifying physical morphology of cocoa beans digital images using multiclass ensemble least-squares support vector machine
A Lawi, Y Adhitya - Journal of Physics: Conference Series, 2018 - iopscience.iop.org
The objective of this research is to determine the quality of cocoa beans through morphology
of their digital images. Samples of cocoa beans were scattered on a bright white paper …
of their digital images. Samples of cocoa beans were scattered on a bright white paper …
SCANet: Implementation of Selective Context Adaptation Network in Smart Farming Applications
In the last decade, deep learning has enjoyed its spotlight as the game-changing addition to
smart farming and precision agriculture. Such development has been predominantly …
smart farming and precision agriculture. Such development has been predominantly …
Spatial variability of aroma profiles of cocoa trees obtained through computer vision and machine learning modelling: A cover photography and high spatial remote …
S Fuentes, G Chacon, DD Torrico, A Zarate… - Sensors, 2019 - mdpi.com
Cocoa is an important commodity crop, not only to produce chocolate, one of the most
complex products from the sensory perspective, but one that commonly grows in developing …
complex products from the sensory perspective, but one that commonly grows in developing …
Fermentation level classification of cross cut cacao beans using k-NN algorithm
RE Angelia, NB Linsangan - … of the 5th International Conference on …, 2018 - dl.acm.org
In chocolate production, post-harvest procedure is one of the most critical factors.
Fermentation is a vital procedure to consider since exact generation of acid contemplate to …
Fermentation is a vital procedure to consider since exact generation of acid contemplate to …
Progressive contextual excitation for smart farming application
This paper attempts to address the issue of smart farming application, which targets
discriminating distinct cocoa bean categories. In smart farming application, one critical issue …
discriminating distinct cocoa bean categories. In smart farming application, one critical issue …