https://github.com/innofang/what-digit-you-write

🎰Handwritten digit recognition application implemented by TensorFlow2 + Keras and Flask.
https://github.com/innofang/what-digit-you-write

flask flask-application handwritten-digit-recognition keras-tensorflow mnist mnist-handwriting-recognition tensorflow2 wtfpl-license

Last synced: about 1 year ago
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🎰Handwritten digit recognition application implemented by TensorFlow2 + Keras and Flask.

• Host: GitHub
• URL: https://github.com/innofang/what-digit-you-write
• Owner: InnoFang
• License: wtfpl
• Created: 2018-10-07T07:05:07.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2022-10-11T11:37:51.000Z (over 3 years ago)
• Last Synced: 2025-04-05T14:51:15.126Z (about 1 year ago)
• Topics: flask, flask-application, handwritten-digit-recognition, keras-tensorflow, mnist, mnist-handwriting-recognition, tensorflow2, wtfpl-license
• Language: Python
• Homepage: https://what-digit-you-write.herokuapp.com/
• Size: 195 MB
• Stars: 42
• Watchers: 1
• Forks: 13
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# What digit you write?

![](https://img.shields.io/badge/TensorFlow-2.1-orange) ![](https://img.shields.io/badge/Python-3.7-blue)

Handwritten digit recognition application implemented by TensorFlow2 + Keras and Flask.

![](https://cdn.jsdelivr.net/gh/innofang/jotter/source/waht-digit-you-write/screencast.gif)

## How to run?

```shell script

$ git clone --depth 1 https://github.com/InnoFang/what-digit-you-write.git

$ cd what-digit-you-write

$ conda create --name  --file requirements.txt

$ conda activate 

$ python app.py

```

If the clone is too slow, you can use the following method

```shell script

$ # git clone --depth 1 https://github.com.cnpmjs.org/InnoFang/what-digit-you-write.git 

```

### docker env

see `Dockerfile` for how the environment is built

````

$ git clone --depth 1 https://github.com/InnoFang/what-digit-you-write.git

$ cd what-digit-you-write

$ docker build -t ml-digit .

$ docker run -it -p 5000:5000 ml-digit

````