/node-cntk-mnist-sample

A sample web app in node.js for hosting a CNTK model for hand written digits recognition

Primary LanguageJavaScriptMIT LicenseMIT

node-cntk-mnist-sample

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.

Handwritten digit recognition web app

Currently, this example only runs on Windows x64.

Instructions

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!