A Survey of Handwritten Character Recognition with MNIST and EMNIST

This paper summarizes the top state-of-the-art contributions reported on the MNIST dataset for handwritten digit recognition. This dataset has been extensively used to validate novel techniques in computer vision, and in recent years, many authors have explored the performance of convolutional neura...

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Bibliographic Details
Main Authors: Alejandro Baldominos, Yago Saez, Pedro Isasi
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/9/15/3169