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This repository was archived by the owner on Mar 19, 2023. It is now read-only.

Explore how machine learning works, live in the browser. No coding required.

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googlecreativelab/teachable-machine-v1

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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 ong.co/teachablemachine.

The experiment is built using theTensorFlow.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 tonpm 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
  • Runyarn eslint for es6 errors & warnings
  • Runyarn stylint for stylus errors & warnings

To run https locally:

https is required to get camera permissions to work when not working withlocalhost

  1. Generate Keys
openssl genrsa -out server.key 2048openssl req -new -x509 -sha256 -key server.key -out server.cer -days 365 -subj /CN=YOUR_IP
  1. Useyarn run watch-https
  2. Go tohttps://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 fromStøj,Use All Five and Creative Lab andPAIR teams at Google.

About

Explore how machine learning works, live in the browser. No coding required.

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