Deploy Keras Model with Flask as Web App in 10 Minutes

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

Getting Started in 10 Minutes

• Clone this repo
• Install requirements
• Run the script
• Go to http://localhost:5000
• Done! 🎉

👇 Screenshot:

New Features 🔥

• Enhanced, mobile-friendly UI
• Support image drag-and-drop
• Use vanilla JavaScript, HTML and CSS. Remove jQuery and Bootstrap
• Switch to TensorFlow 2.0 and tf.keras by default
• Upgrade Docker base image to Python 3 (it's 2020)

Open http://localhost:5000 and wait till the webpage is loaded.

Local Installation

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

# 1. First, clone the repo
$ git clone https://github.com/nivethjunnithan/image-classifier-webapp-flask.git
$ cd image-classifier-webapp-flask

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

# 3. Run!
$ flask run

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

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More Resources

Building a simple Keras + deep learning REST API