Revolutionizing digit image recognition: pushing the limits with simple CNN and challenging image augmentation techniques on MNIST
This study aims to apply Convolutional Neural Networks (CNN) and image augmentation techniques in digit recognition using the MNIST dataset. We built a CNN model and experimented with various image augmentation techniques to improve digit recognition accuracy. The results showed that the use of CN...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English English |
| Published: |
Bright Publisher
2023
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/107246/1/107246_Revolutionizing%20digit%20image%20recognition.pdf http://irep.iium.edu.my/107246/2/107246_Revolutionizing%20digit%20image%20recognition_SCOPUS.pdf http://irep.iium.edu.my/107246/ https://bright-journal.org/Journal/index.php/JADS/article/view/104 |
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