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ml5-data-and-models-server

A repo to download and serve data and models locally allowing ml5 to run without a web connection

Work in progress - please ignore

Quickstart 🚀

To get started quickly, install the dependencies > download everything > serve it up

cd ml5-data-and-models-server
# install the dependencies
npm install
# download all the models
npm run download:all # wait for a long time for everything to download
# serve up your models
npm run serve 
# get your models at http://localhost:5000/<modelname>

Setup 🏗

cd ml5-data-and-models-server
npm install

Download Data and Models 💌

To download models run:

first go to the directory:

cd ml5-data-and-models-server

then either:

npm run download:all

or for specific models:

npm run download:bodypix
npm run download:sketchrnn
npm run download:unet
npm run download:sentiment
npm run download:faceapi
npm run download:soundclassification
npm run download:mobilenet
npm run download:yolo
npm run download:posenet
npm run download:posenet2
npm run download:all

→ Your model outputs will live in the /models directory

Start the Server 🔥

This assumes you've:

  • you've installed the dependencies
  • and downloaded some models

e.g.

cd ml5-data-and-models-server
npm install
npm run download:bodypix

Serve up the stuffs

Start the simple express server:

npm run serve

  • Your models will be available at:http://localhost:<PORT>/<modelname>

  • <PORT>: this is by default set to 5000

  • <modelname>: this is the all lowercase name for the model (e.g. sketchrnn, bodypix, unet, mobilenet, etc)

  • e.g.: http://localhost:5000/sketchrnn/bicycle.gen.json