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Deploy Keras Model with Flask as Web App

GPLv3 license

A pretty and customizable web app to deploy your DL model with ease

Getting started in 10 minutes

Local Installation

It's easy to install and run it on your computer.

# 1. First, clone the repo
$ git clone https://github.com/mtobeiyf/keras-flask-deploy-webapp.git
$ cd keras-flask-deploy-webapp

# 2. Install Python packages
$ pip install -r requirements.txt

# 3. Run!
$ python app.py

Open http://localhost:5000 and have fun. 😃


Customization

It's also easy to customize and include your models in this app.

Details

Use your own model

Place your trained .h5 file saved by model.save() under models directory.

Check the commented code in app.py.

Use other pre-trained model

See Keras applications for more available models such as DenseNet, MobilNet, NASNet, etc.

Check this section in app.py.

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Image recognition using flask

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