JOURNAL ARTICLE

Retracted: MNIST Handwritten Digit Recognition using Machine Learning

Elizabeth Rani. GM SakthimohanAbhigna Reddy. GD Selvalakshmi.Thomalika KeerthiRaja Sekar. R

Year: 2022 Journal:   2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE) Pages: 768-772

Abstract

Identification of the MNIST database that will be in handwritten digit can be recognized by the machine. It can be recognized that the human handwritten form into the machine language. Here we are using some machine learning algorithm that is Convolutional Neural Network (CNN). MNIST database consist of nine digits that is 0 to 9. It can be used to change over manually written digits into machine lucid arrangements. The primary target of this work is to guarantee successful and dependable methodologies for acknowledgment of written by hand digits and make banking tasks more straightforward and mistake free. The MNIST database will be identified by the machine very accurately. Here we are finding the handwritten digit accuracy.

Keywords:
MNIST database Computer science Digit recognition Mistake Artificial intelligence Convolutional neural network Identification (biology) Numerical digit Speech recognition Numeral system Pattern recognition (psychology) Artificial neural network Handwriting recognition Machine learning Feature extraction Arithmetic Mathematics

Metrics

41
Cited By
2.83
FWCI (Field Weighted Citation Impact)
20
Refs
0.93
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Handwritten Text Recognition Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Vehicle License Plate Recognition
Physical Sciences →  Engineering →  Media Technology
Hand Gesture Recognition Systems
Physical Sciences →  Computer Science →  Human-Computer Interaction

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