https://github.com/lunarwhite/which-digit-zh

Try BPNN on mnist. BP 神经网络识别中文数字
https://github.com/lunarwhite/which-digit-zh

image-recognition kaggle matlab neural-network simplified-chinese

Last synced: 6 months ago
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Try BPNN on mnist. BP 神经网络识别中文数字

• Host: GitHub
• URL: https://github.com/lunarwhite/which-digit-zh
• Owner: lunarwhite
• License: mit
• Created: 2021-01-31T07:55:12.000Z (over 4 years ago)
• Default Branch: main
• Last Pushed: 2023-12-09T11:26:13.000Z (almost 2 years ago)
• Last Synced: 2025-03-24T13:21:18.801Z (7 months ago)
• Topics: image-recognition, kaggle, matlab, neural-network, simplified-chinese
• Language: MATLAB
• Homepage:
• Size: 8.72 MB
• Stars: 15
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# which-digit-zh

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## Overview

Simplified chinese handwritten digit(character) images recognization. Implemented BP(back propagation) neural network by Matlab. 手写 BP 神经网络实现机器学习领域的 hello world: `mnist` 数据集图像识别

Kaggle link: https://www.kaggle.com/gpreda/chinese-mnist

## Layout

- `data/`：数据集

- `document/`：文档 PDF+Slides

- `source/`：源代码

- `README.md`：此文档

## Setup

- 配置完成基本 Matlab 环境

- 将 `source/main.m` 中的读取路径改为当前数据集路径

- 运行 `main.m` 观察所得结果