A Convolutional Neural Network for Handwritten Digit Recognition

A Convolutional Neural Network for Handwritten Digit Recognition

Technological development in recent years has generated the constant need to digitalize and analyze data, where handwritten digit recognition is a popular problem. This paper focuses on the creation of two handwritten digit datasets and their use to train a Convolutional Neural Network (CNN) to clas...

Spremljeno u:

Bibliografski detalji
Glavni autor:	Guevara Neri, Maria Cristina
Daljnji autori:	Cruz Sanchez, Vianey Guadalupe, Nandayapa Alfaro, Manuel de Jesus, Sossa Azuela, Juan Humberto, Vergara Villegas, Osslan Osiris
Format:	Artículo
Jezik:	English
Izdano:	2019
Teme:	CNN Digit recognition Image processing info:eu-repo/classification/cti/7
Online pristup:	https://ijcopi.org/index.php/ojs/article/view/163
Oznake:	Dodaj oznaku Bez oznaka, Budi prvi tko označuje ovaj zapis!

Similar Items

Influence of Image Pre-processing to Improve the Accuracy in a Convolutional Neural Network
Izdano: (2019)

Residual 3D convolutional neural network to enhance sinograms from small-animal positron emission tomography images
Izdano: (2023)

Sign Language Recognition Based on EMG Signals through a Hibrid Intelligent System
od: Rodríguez-Tapia, Bernabé
Izdano: (2019)

Facial Recognition & Fingerprint Based Authentication System for Industry 4.0 Cybersecurity
od: Enriquez Aguilera, Francisco Javier
Izdano: (2021)

Radial Basis Function Neural Network for the Evaluation of Image Color Quality Shown on Liquid Crystal Displays
Izdano: (2021)

Study of the Effect of Combining Activation Functions in a Convolutional Neural Network
od: Vergara Villegas, Osslan Osiris
Izdano: (2020)

Denoising of Ultrasound Medical Images Using the DM6437 High-Performance Digital Media Processor
od: Martínez Medrano, Gerardo Adrián
Izdano: (2018)

Plethysmographic and anthropometric validation of a 3D body image digitizer to determine body dimensions
od: Ramos-Jiménez, Arnulfo
Izdano: (2018)

Plethysmographic and anthropometric validation of a 3D body image digitizer to determine body dimensions
od: Ramos-Jimenez, Arnulfo
Izdano: (2018)

Plethysmographic and anthropometric validation of a 3D body image digitizer to determine body dimensions
od: URQUIDEZ ROMERO, RENE
Izdano: (2018)

English mispronunciation detection module using a Transformer network integrated into a chatbot
od: Sánchez Solís, Julia Patricia
Izdano: (2022)

Comparative study in digital mammograms between classical convolutional neural networks architectures to microcalcifications clusters detection: 4CP22-30
od: Ricardo Luna Lozoya, i dr.
Izdano: (2022)

Convolutional Neural Network in a Pseudo-Distributed Environment for Classification of Chest X-Ray Images of Patients with Pneumonia
od: Sánchez Solís, Julia Patricia
Izdano: (2020)

Competencias informacionales: pasaporte para la ciudadanía digital
od: Cortes Vera, Jose De Jesus
Izdano: (2020)

Prediction of time series using wavelet Gaussian process for wireless sensor networks
od: Mejia, Jose
Izdano: (2020)

Teaching experiences in digital pedagogy in higher education: Integration of digital technologies in the transition to the virtual: Integración de tecnologías digitales en la transición a lo virtual
od: Rafael Vázquez Rodríguez, i dr.
Izdano: (2023)

Improving segmentation of liver tumors using deep learning
od: Mejia, Jose
Izdano: (2020)

Reconstrucción de imágenes de Tomografía por Emisión de Positrones en Presencia de Ruido Poisson Utilizando Aprendizaje Profundo.
od: Jarquin Moreno, Daniel Arturo
Izdano: (2021)

Evaluación de un algoritmo “Faster R-CNN” entrenado sobre un conjunto de datos locales para la detección de señales de tráfico.
od: Bobadilla Ramos, Juan Manuel
Izdano: (2022)

Ethnic Characterization in Amalgamated People for Airport Security Using a Repository of Images and Pigeon-Inspired Optimization (PIO) Algorithm for the Improvement of Their Results
od: Ochoa, Alberto
Izdano: (2020)

Facial Re-identification on Non-overlapping Cameras and in Uncontrolled Environments
od: Santiago Ramírez, Everardo
Izdano: (2019)

Implementación de un modelo de reconocimiento visual para mejorar el modelo adaptativo en niños con daltonismo usando un robot Nao para niños vulnerables en una ciudad inteligente
od: Oliver, Tania
Izdano: (2018)

Campaña digital del Colegio Kawabata
od: Barreto Merino, Ruth Verónica.
Izdano: (2017)

Desafíos de la Estrategia Digital en México
od: Valenzuela Mendoza, Rafael Enrique
Izdano: (2018)

Utility-Pole, Nuts and Cross-Arm Visual Detection, for Electric Connections Maintenance Robot
Izdano: (2020)

Utilización de GPU-CUDA en el Procesamiento Digital de Imágenes
od: Francisco Javier Enríquez Aguilera, i dr.
Izdano: (2018)

Learning Digital Communications through Software Defined Radio
od: Hinostroza, Victor
Izdano: (2018)

Implementación de Algoritmos de Procesamiento Digital de Señales en Hardware Paralelo: Artículo de revisión
od: Gabriel Bravo Martínez, i dr.
Izdano: (2018)

Somatotype and body image: their sensitivity, specificity and validity to determine obesity
od: Ramos Jimenez, Arnulfo
Izdano: (2019)

Editorial for Volume 11 Number 1: Signal Processing and Production Processes in Advanced Engineering
od: Cruz Sanchez, Vianey Guadalupe
Izdano: (2019)

La pobreza digital en México: un análisis de indicadores de uso y disponibilidad tecnológica
od: Alejandro Nava Galán, i dr.
Izdano: (2021)

2.°- Conferencia (WEBINAR) Conversatorios de Gestión del Talento 2021 (El Papel del Talento Humano en la Transformación Digital de las Empresas).
od: Universidad Autónoma de Ciudad Juárez.
Izdano: (2021)

Optimization of Running Blade Prosthetics Utilizing Crow Search Algorithm Assisted by Artificial Neural Networks
Izdano: (2021)

Natural Language Interfaces to Databases: A Survey on Recent Advances
od: Rivera Zarate, Gilberto
Izdano: (2020)

Reconocimiento de notas musicales en un pentagrama digital
od: Arrigueño Moncisvaiz, Oscar Roberto
Izdano: (2017)

Comparison of Reconstruction Strategies of Compressive Sensing Applied to Ultrasound Images
od: TOLEDO, ERICK
Izdano: (2018)

Iconografía escolar y Educación Patrimonial: preservación y conservación digital del Patrimonio Histórico Educativo de Ciudad Juárez.
od: Vital Cruz, Natalia
Izdano: (2023)

Convertidor de tiempo a valor digital con un microcontrolador.
od: Puentes Conde, Geu Misael
Izdano: (2021)

Association of a Mediterranean Diet and Fruit and Vegetable Consumption with Subjective Well-Being among Adults with Overweight and Obesity.
Izdano: (2021)

Digital skills in students from a rural community: challenges and opportunities
od: Mónica Mata López, i dr.
Izdano: (2023)