node-red-contrib-tensorflow

Node-RED nodes for pre-trained TensorFlow models

Example of object detection (Demonstration)

Install

To install the stable version use the Menu - Manage palette - Install option and search for node-red-contrib-tensorflow, or run the following command in your Node-RED user directory, typically ~/.node-red

npm install node-red-contrib-tensorflow

TensorFlow Models

• Object Detection -- The node to identify objects in an image
• MediaPipe Handpose -- The node to detect fingers in a hand
• MobileNet -- The node to classify images with MobileNet
• PoseNet Model -- The node to estimate human pose

How to use

https://www.linux.com/news/using-tensorflow-js-and-node-red-with-image-recognition-applications/

Known issue

• Conflict with other TensorFlow.js modules

  See the details: kazuhitoyokoi#3

License

Apache-2.0