https://github.com/shijiatongxue/braille-characters-recognition-based-on-transfer-learning

本科毕业设计。
https://github.com/shijiatongxue/braille-characters-recognition-based-on-transfer-learning

braille deep-learning recognition tensorflow

Last synced: 6 months ago
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本科毕业设计。

• Host: GitHub
• URL: https://github.com/shijiatongxue/braille-characters-recognition-based-on-transfer-learning
• Owner: shijiatongxue
• Created: 2018-05-06T07:18:40.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2019-08-07T09:00:12.000Z (about 6 years ago)
• Last Synced: 2025-02-08T22:13:23.861Z (8 months ago)
• Topics: braille, deep-learning, recognition, tensorflow
• Homepage:
• Size: 19.1 MB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Braille Characters Recognition Based on Transfer Learning

## 描述

我的本科毕业设计

## 摘要

基于迁移学习对盲文字符图像进行识别，获得了54.02%的准确率，性能优于3种传统的机器学习方法。

## 贡献

由于没有数据集，我创建了盲文字符数据集，共有2400张盲文字符图像。

## 收获

通过本论文我学习到了如何做一个学术论文，以及遇到问题如何解决。同时也熟悉了Tensorflow和Python两个工具的使用。

## 开源数据集

（百度云）链接: https://pan.baidu.com/s/1611s0wT6bqj4CX62eNiFYA 提取码: dusq