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node-red-contrib-facemask-detector
Advanced tools
A node-red node used to detect face masks using customvision (Tensorflow.js) and pre-trained AI.
Readme
A custom node from node-red to detect face masks from an input image.
You can install the Build tools (2017) 👉 Official Build Tools 2017.
You need check and install these packages:
An alternative to installing the build tools is using the next command suggested here running a Powershell terminal in administrator mode.
npm install --global --production windows-build-tools
This node requires @microsoft/customvision-tfjs-node
and @tensorflow/tfjs-node
as peer dependencies, you need installing them manually.
Go to .node red folder (usually located at C:\Users\{YOUR_USER}\.node-red
) and execute:
npm install @microsoft/customvision-tfjs-node
npm install @tensorflow/tfjs-node
and then, install the node using:
npm install -S node-red-contrib-facemask-detector
or search it on Manage Pallete from node-red.
Pass an image (array buffer) to the input of node, and receive:
You can configure the threshold value to detect with more or less precision.
This project was done for educational purposes, using Custom Vision to train the model with 629 facemask examples and node-red programming tool. You can test it using:
FAQs
A node-red node used to detect face masks using customvision (Tensorflow.js) and pre-trained AI.
The npm package node-red-contrib-facemask-detector receives a total of 1 weekly downloads. As such, node-red-contrib-facemask-detector popularity was classified as not popular.
We found that node-red-contrib-facemask-detector demonstrated a not healthy version release cadence and project activity because the last version was released a year ago. It has 1 open source maintainer collaborating on the project.
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