face-api-test.js

/*
nvm use 14
cp -R ../face-api-js-master/weights .
echo {} > package.json
npm i --save @tensorflow/tfjs@2.6.0 @tensorflow/tfjs-node@2.6.0 canvas face-api.js

Doesn't work with tfjs-node@2.7.0

package.json:
{
  "dependencies": {
    "@tensorflow/tfjs": "^2.6.0",
    "@tensorflow/tfjs-node": "^2.6.0",
    "canvas": "^2.6.1",
    "face-api.js": "^0.22.2",
    "node-fetch": "^2.6.1"
  }
}

node face-api-test.js test.jpg
*/
require("@tensorflow/tfjs-node");
const canvas = require("canvas");
const faceapi = require("face-api.js");
const { Canvas, Image, ImageData } = canvas;
faceapi.env.monkeyPatch({
  Canvas,
  Image,
  ImageData,
});

(async () => {
  await faceapi.nets.tinyFaceDetector.loadFromDisk("./weights");
  const input = await canvas.loadImage(process.argv[2]);
  console.log(
    "TinyFace",
    await faceapi.detectSingleFace(input, new faceapi.TinyFaceDetectorOptions())
  );
})();