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portada Artificial Learning Based on Convolution Neural Networks: Application to the Recognition of Handwritten Digits on Bank Cheques
Type
Physical Book
Publisher
Author
Language
English
Pages
64
Format
Paperback
ISBN13
9786208578213

Artificial Learning Based on Convolution Neural Networks: Application to the Recognition of Handwritten Digits on Bank Cheques

Bienvenue Bukasa Muepu; Pierre Kafunda; Theodore Kabangu (Author) · Our Knowledge Publishing · Paperback

Artificial Learning Based on Convolution Neural Networks: Application to the Recognition of Handwritten Digits on Bank Cheques - Bienvenue Bukasa Muepu; Pierre Kafunda; Theodore Kabangu

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Synopsis "Artificial Learning Based on Convolution Neural Networks: Application to the Recognition of Handwritten Digits on Bank Cheques"

Numerical recognition of bank cheques presents a major challenge and plays an important role in today's world, as machines must be able to learn like humans and solve complex problems such as recognizing the digits of bank cheques. Despite attempts to make machines learn like humans, no machine has yet been able to recognize 100% of handwritten digits. Despite attempts to make machines capable of learning like humans, no machine is yet 100% capable of recognizing handwritten digits. It aims to build a prediction model called a classifier that will facilitate this recognition from data in the MNIST database, with a view to possibly helping banks to speed up the processing of banking transactions by cheque.The approach proposed here essentially consists of two steps: feature extraction and classification of image pixels using a convolutional neural network, one of the deep learning algorithms with a proven track record in image processing.

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