Analysis of Convolutional Neural Network Models for Classifying the Quality of Dried Chili Peppers (Capsicum Annuum L)

D Navarro-Solís, C Guerrero-Méndez… - … Conference on Artificial …, 2023 - Springer
In this paper, an analysis of convolutional neural network (CNN) models to classify the
quality of dried chili pepper is described. The classifier models can determine the categories …

[HTML][HTML] Use of Convolutional Neural Networks (CNN) to recognize the quality of oranges in Peru by 2023 Uso de Redes Neuronales convolucional (CNN) para el …

F Moza-Villalobos, J Natividad-Villanueva… - dm.saludcyt.ar
Introduction: the agricultural sector in Peru has witnessed a notable increase in the
production of oranges, which has promoted the essential use of convolutional neural …

Chili Quality Classification using Convolution Neural Network

W Adam, M Niswar - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Artificial intelligence has propelled transformative advances across industries, particularly in
the realm of food quality control, where automation, precise predictions, and informed …

Design and evaluation of an intelligent sorting system for bell pepper using deep convolutional neural networks

K Mohi‐Alden, M Omid, M Soltani Firouz… - Journal of food …, 2022 - Wiley Online Library
Homogeneity of appearance attributes of bell peppers is essential for consumers and food
industries. This research aimed to develop an in‐line sorting system using a deep …

Use of Convolutional Neural Networks (CNN) to recognize the quality of oranges in Peru by 2023

F Moza-Villalobos, J Natividad-Villanueva… - Data and …, 2023 - dm.saludcyt.ar
Introduction: The agricultural sector in Peru has witnessed a notable increase in the
production of oranges, which has promoted the essential use of convolutional neural …

[HTML][HTML] A novel method for dried chili pepper classification using artificial intelligence

O Cruz-Domínguez, JL Carrera-Escobedo… - Journal of Agriculture …, 2021 - Elsevier
Selecting a desired level of quality in a product is crucial—for instance, in dried chili peppers
(Capsicum annuum L.). However, classifying dried chili peppers is a time-consuming …

Chilli quality classification using deep learning

Y Herdiyeni, A Haristu… - … on Computer Science …, 2020 - ieeexplore.ieee.org
Chilli peppers (Capsicum annuum) are potential commodities in Indonesia that have
relatively high economic value. Sorting and grading of chilli peppers after harvesting is very …

Visual quality inspection of pomegranate crop using a novel dataset and deep learning

A Koufatzis, E Vrochidou… - 2022 29th International …, 2022 - ieeexplore.ieee.org
Grading and quality assessment of fruits is an important post-harvest management tool to
define the appropriate use of the harvested fruit and reasonable pricing. In this work, the …

Enhancing quality-based classification of perishable products: a convolutional neural network approach with statistical hyperparameter optimization

A Kumar, S Agrawal - Multimedia Tools and Applications, 2024 - Springer
India is among the leading producers of fresh fruits and vegetables in the world. Out of the
total production, a significant portion is wasted annually due to multiple issues resulting from …

CNN Comparative Study for Apple Quality Classification

MS Ibrahim, SA Hamid, Z Muhammad… - 2022 IEEE 12th …, 2022 - ieeexplore.ieee.org
A reliable and efficient automated fruit grading process is needed to meet the market's
increased demand for good quality fruits. Automated systems based on image processing …