This sample node.js web application demonstrates how the node-cntk module can be used to host CNTK models inside a node.js web-server.
The hosted model in this web app consists of a Convolutional Neural Network that was trained on the MNIST dataset.
For more information regarding the training procedure and the architecture of the model, please refer to the following CNTK tutorial.
Currently, this example only runs on Windows x64.
Clone this repository:
git clone https://github.com/nadavbar/node-cntk-mnist-sample
Setup the dependencies:
cd node-cntk-mnist-sample
npm install
Run the web-server:
npm start
Browse to http://localhost:3000 and test the app!