Open AccessRecognition of the MNIST-dataset with skeletonized images
Author(s) -
A N Shevlyakov,
Valeriy Lobanov
Publication year - 2022
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/2182/1/012032
Subject(s) - mnist database , pattern recognition (psychology) , artificial intelligence , feature (linguistics) , computer science , artificial neural network , image (mathematics) , skeleton (computer programming) , computer vision , linguistics , philosophy , programming language
For a long time there have been many neural networks that are able to recognize handwritten numbers. In our work, we will investigate a neural network according to a specific feature, indicating the number in the picture. We will try to achieve an important image skeleton for recognition.