# MNIST_GUI

**Repository Path**: CoderPPX/mnist_gui

## Basic Information

- **Project Name**: MNIST_GUI
- **Description**: 基于Qt5+OpenCV4实现手写数字识别
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 0
- **Created**: 2023-07-17
- **Last Updated**: 2023-11-16

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# MNIST-GUI
### Introduction
MNIST手写体识别的简单应用, 实现多个数字识别
- 基于Tensorflow实现MNIST模型训练
- 使用Qt5 / PyQt5实现GUI界面
- 使用OpenCV实现图像边缘检测
- C++ / Python 双语言版本支持
### Libraries
- [OpenCV](https://opencv.org/ "OpenCV")
- [Qt5/PyQt5](https://www.qt.io/ "Qt")
- [Tensorflow](https://tensorflow.google.cn/ "Tensorflow")
- [frugally-deep](https://github.com/Dobiasd/frugally-deep "fdeep")
### Run
#### Python
```
pip3 install PyQt5 opencv-python tensorflow
python3 mnist_gui.py
```
#### C++
- Before compiling make sure you have installed [CMake](https://cmake.org/) and the above libraries.
- Executable must run with **mnist.json** in the same directory.
> Linux / MacOS
```bash
cd src
mkdir build && cd build
cmake -DCMAKE_BUILD_TYPE=Release ..
make
```
> Windows (Visual Studio required)
```cmd
cd src
md build && cd build
cmake -DCMAKE_BUILD_TYPE=Release ..
nmake
```