Teachable Machine

About

Teachable Machine is an experiment that makes it easier for anyone to explore machine learning, live in the browser – no coding required. Learn more about the experiment and try it yourself on g.co/teachablemachine.

The experiment is built using the TensorFlow.js library.

We have also released a boilerplate version of this project that can be used as a starting point for your own projects: googlecreativelab/teachable-machine-boilerplate

Development

Install dependencies by running (similar to npm install)

yarn

Build project

yarn build

Start local server by running

yarn run watch

Code Styles

• There’s a pre-commit hook set up that will prevent commits when there are errors
• Run yarn eslint for es6 errors & warnings
• Run yarn stylint for stylus errors & warnings

To run https locally:

https is required to get camera permissions to work when not working with localhost

1. Generate Keys

   openssl genrsa -out server.key 2048
   openssl req -new -x509 -sha256 -key server.key -out server.cer -days 365 -subj /CN=YOUR_IP

2. Use yarn run watch-https
3. Go to https://YOUR_IP:3000, then accept the insecure privacy notice, and proceed.

Credit

This is not an official Google product, but an experiment that was a collaborative effort by friends from Støj, Use All Five and Creative Lab and PAIR teams at Google.