traumverloren/tfjs-yolo-tiny

In-Browser Object Detection using Tiny YOLO on Tensorflow.js on a RPI 3B+

Tiny-yolo with nodejs 🖼

Run tiny-yolo in nodejs!

To run (on MacOS):

Install deps for node-canvas using homebrew:

$ brew install pkg-config cairo pango libpng jpeg giflib librsvg

Install packages and run project:

$ yarn
$ node demo/index.js

Should console.log() image recognition results for photo!

Installing on Raspberry Pi 3 B+: 🤷‍

NOTE: NOT CURRENTLY WORKING, WAITING ON NEW RELEASE OF TFJS-NODE PACKAGE 🤞

1. Install node.js + dependencies:

   I installed v8 since I was getting some errors when installing project deps for canvas with v10+ 😢

   $ curl -sL https://deb.nodesource.com/setup_8.x | sudo -E bash -
   $ sudo apt-get install -y nodejs
   $ sudo apt-get install gcc g++ make
   

2. Install yarn:

   $ curl -sL https://dl.yarnpkg.com/debian/pubkey.gpg | sudo apt-key add -
   $ echo "deb https://dl.yarnpkg.com/debian/ stable main" | sudo tee /etc/apt/sources.list.d/yarn.list
   $ sudo apt-get update && sudo apt-get install yarn
   

3. Install things for canvas:

   $ sudo apt-get install build-essential libcairo2-dev libpango1.0-dev libjpeg-dev libgif-dev librsvg2-dev
   

4. Install project dependencies:

   $ yarn