https://github.com/googlecreativelab/teachable-machine-v1

Explore how machine learning works, live in the browser. No coding required.
https://github.com/googlecreativelab/teachable-machine-v1

machine-learning teachable-machine

Last synced: 3 months ago
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Explore how machine learning works, live in the browser. No coding required.

• Host: GitHub
• URL: https://github.com/googlecreativelab/teachable-machine-v1
• Owner: googlecreativelab
• License: apache-2.0
• Archived: true
• Created: 2017-10-03T15:04:27.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2021-09-01T22:38:21.000Z (over 3 years ago)
• Last Synced: 2024-05-21T01:05:28.320Z (7 months ago)
• Topics: machine-learning, teachable-machine
• Language: JavaScript
• Homepage: https://g.co/teachablemachine
• Size: 3.89 MB
• Stars: 3,843
• Watchers: 150
• Forks: 600
• Open Issues: 18
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

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README

        
# 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](https://g.co/teachablemachine). 

The experiment is built using the [TensorFlow.js](https://js.tensorflow.org/) 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](https://github.com/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](http://stoj.io/), [Use All Five](https://useallfive.com/) and Creative Lab and [PAIR](https://ai.google/pair/) teams at Google.