Advancements in handwritten Devanagari character recognition: a study on transfer learning and VGG16 algorithm
Abstract This study aims to create a system for recognizing handwritten Devanagari letters using deep neural networks (DNNs) for accurate character identification. The research utilizes explicitly transfer learning techniques in combination with the VGG16 convolutional neural network (CNN) model. Th...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Springer
2024-11-01
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| Series: | Discover Applied Sciences |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/s42452-024-06217-1 |
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