https://github.com/vutsalsinghal/django_mnist_wrapper
Django Wrapper for MNIST dataset
https://github.com/vutsalsinghal/django_mnist_wrapper
cnn-keras django keras opencv-python python
Last synced: about 2 months ago
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Django Wrapper for MNIST dataset
- Host: GitHub
- URL: https://github.com/vutsalsinghal/django_mnist_wrapper
- Owner: vutsalsinghal
- License: gpl-3.0
- Created: 2017-06-28T18:19:19.000Z (almost 9 years ago)
- Default Branch: master
- Last Pushed: 2019-05-23T12:15:41.000Z (about 7 years ago)
- Last Synced: 2025-05-14T13:20:27.473Z (about 1 year ago)
- Topics: cnn-keras, django, keras, opencv-python, python
- Language: JavaScript
- Homepage: https://pyofeyblog.pythonanywhere.com/mnist
- Size: 16.8 MB
- Stars: 1
- Watchers: 2
- Forks: 1
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Django_MNIST_wrapper
## Overview
This is a web app for MNIST dataset to classify/predict handwritten digits. Developed using [TensorFlow](https://www.tensorflow.org/) and [Keras](http://keras.io/) Library. Wrapped into a Webapp using [Django](https://www.djangoproject.com/) Framework.
## Dependencies
```sudo pip install -r requirements.txt```
Use of ```virtualenv``` is strongly suggested!
## Usage
Once dependencies are installed, just run this to see it in your browser.
```python manage.py runserver```
That's it! It's serving a saved Keras model to you via Django.
## Credits
This code was inspired from [||Source||](https://github.com/llSourcell), who had created a [similar](https://github.com/llSourcell/how_to_deploy_a_keras_model_to_production) wrapper using [Flask](http://flask.pocoo.org/) Micro Framework.