node-red-contrib-teachable-machine-cloudonly 1.0.4

Simplifies integration with Teachable Machine models from Google

npm install node-red-contrib-teachable-machine-cloudonly

node-red-contrib-teachable-machine-cloudonly

This repository was forked from version 1.3.1 of the original repository. This is a workaround for a bug in the latest version of the original when installed on Node-RED running on virtualized PaaS (e.g. Railway, Render). Therefore, as the name "cloudonly" implies, it does not support loading model files that are locally located and will not be supported in the future.

Install

You have two options to install the node.

• Use Manage palette option in Node-RED Menu (recommended)

• Run the following command in your Node-RED user directory - typically ~/.node-red

  npm install node-red-contrib-teachable-machine
  

Note: If you run the command you will need to restart Node-RED after installation. If installation goes wrong please open a new issue.

Node usage

Step 1

Go to Teachable Machine and follow the steps to train your custom classification model. Once trained click on the Export Model button.

Step 2

Select Tensorflow.js format and upload your trained model (for free). Once it is uploaded, copy the generated URL.

Step 3

Paste the saved URL into the node configuration. That URL hosts all the information to load your trained model. Make sure you copy all the given URL including the https://....

Step 4

In Node-RED send a buffered image (jpeg or png) to the node. Check the example in the Import section.

Node Status Information

Shape

• ■ dot: node is idle
• □ ring: node is working

Color

• 🟩 green: model is available
• 🟨 yellow: preparing model
• 🟥 red: node error

Requirements

• Node-RED v2.0.0+
• Node.js v12.20.0+

Note: MacOSX, Windows 10 and Ubuntu 18.04+ are supported as well as using official docker nodered/node-red image based on Alpine image. Works with Raspberry Pi too since release v1.2.0+.

Mentions

• @dceejay: who inspired me thanks to node node-red-contrib-tfjs-coco-ssd