How the Convolutional Neural Network Work to Identify Numbers?

In recent years, the Machine Learning field becomes more and more popular. Convolutional Neural Network becomes a famous and beginner level's Neural Network of Machine Learning. This document provides the knowledge of introduces Convolutional Neural Network and Machine Learning, processes and layers of Convolutional Neural Network and using Convolutional Neural Network to training the model to identify numbers.

Content

Author and article information

Journal

Title: ScienceOpen Preprints

Publisher: ScienceOpen

Publication date (Electronic preprint): 26 May 2021

Affiliations

[1 ] Canada British Columbia International Schools- Chengdu

Author information

Guanlin Jiang https://orcid.org/0000-0001-5597-3721

Article

DOI: 10.14293/S2199-1006.1.SOR-.PPAIUBJ.v1

SO-VID: 3d23532d-476d-4866-8d0c-4d383a66ce3a

License:

This work has been published open access under Creative Commons Attribution License CC BY 4.0 , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Conditions, terms of use and publishing policy can be found at www.scienceopen.com .

History

Date received : 26 May 2021

Data availability: All data generated or analysed during this study are included in this published article (and its supplementary information files).

ScienceOpen disciplines: Computer vision & Pattern recognition,Computer science,Artificial intelligence

Keywords: Machine Learning,Convolutional Neural Networks,CNN Layers,Computer Vision,MNIST Handwritten Digit Recognition