Playing games with TensorFlow JS

Demo: https://mari-linhares.github.io/playing-games-with-tfjs/. The page may take a while to load since it needs to load the models.

This code was originally a modified version of the code made available by the google creative lab that can be acessed here based on DeepLearn.js.

Medium: Playing a game using just your camera with Deeplearn.js.

The code was updated and now is implemented in TensorFlow.js.

Games available

The original games sources can be acessed at:

• Snake by maryroseek.
• Asteroids by maryrosecook.
• Tetris by ttencate.

This project was developed during my free time and there's a lot of possible improvements, feel free to contribute!

Run locally

python -m SimpleHTTPServer 8080

This command will start a webserver on localhost:8080. Give permission to a webcam, and add some examples by holding down the buttons.

Adding your own game

Add your game info at games.json, for instance:

{
      "name": "snake",
       "img": "imgs/snake_screenshot.png",
       "url": "https://github.com/maryrosecook/retro-games",
       "author": "maryrosecook"
}

This information is used only for display. But, when the user press play an event named name (in this case 'snake') will be dispatched, and your game should start running when this event happens.

And that's it :smile:!

Oh, also I'm considering that your game uses only the arrow keys, if this is not true you can just add more buttons at index.js.