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braille-characters-recognition-based-on-transfer-learning's Introduction

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

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