@good-i-deer/node-red-contrib-vision-ai NPM

@GOOD-I-DEER/node-red-contrib-vision-ai

Nodes are the building blocks for creating a face recognition flow using AI in Node-RED.

These nodes require node.js version 18.16.1 and Node-RED version 3.1.0.

Description

This nodes provide object detection, face detection, face vectorization, vector comparing and vector database that work with Node-RED.
If you would like a more detailed explanation, please refer to the links below:
@good-i-deer/node-red-contrib-face-vectorization
@good-i-deer/node-red-cosine-similarity
@good-i-deer/node-red-contrib-chromadb
@good-i-deer/node-red-contrib-face-detection
@good-i-deer/node-red-contrib-object-detection

Pre-requisites

The node-red-contrib-vision-ai requires Node-RED to be installed.

Nodes

This is a brief description of each node.

Good Calculate Cosine: It calculates cosine similarity between two vectors and return it as an array.
Good Face Vectorization: It converts facial photos to vectors using FaceNet as an array.
Good ChromaDB: It connects and operates with ChromaDB server.
Good Face Detection : It detects faces in the photo using yolov8.
Good Object Detection : It detects objects in the photo using yolov8.
Good Webcam Object Detection : It detects objects in the webcam.

Install

cd ~/.node-red
npm install @good-i-deer/node-red-contrib-vision-ai

Restart your Node-RED instance

Examples

The examples require the node packages below.

node-red-contrib-samsung-automation-studio-nodes
node-red-contrib-image-output

Webcam Example

webcam

JSON code

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Register Example

JSON code

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Monitoring Example

monitoring

JSON code

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msg;","outputs":1,"timeout":"","noerr":0,"initialize":"","finalize":"","libs":[],"x":640,"y":300,"wires":[["33e31a7d9b673cbf"]]},{"id":"33e31a7d9b673cbf","type":"switch","z":"3abd784315b57070","name":"","property":"next","propertyType":"msg","rules":[{"t":"true"},{"t":"false"}],"checkall":"true","repair":false,"outputs":2,"x":850,"y":300,"wires":[["866ccff8c2b9d53b"],["f13cfa0f33c3b5b1","c3512ee077dd0719"]]},{"id":"866ccff8c2b9d53b","type":"good-face-detection","z":"3abd784315b57070","name":"","returnValue":"1","threshold":0.5,"absolutePathDir":"","x":1060,"y":260,"wires":[["6b18b3483a6238e6","3f2de214f01b1b27","6595cdf6afdc5b44","d727e6fce48dd200","7ea7fbc2973b2fa6","f0193a5a68fcb960"]]},{"id":"f13cfa0f33c3b5b1","type":"file in","z":"3abd784315b57070","name":"Light 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ChromaDB Example

chromadb

JSON code

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