unique-faces v0.0.1

Unique Faces

unique-faces is a node module that assists in detecting unknown sets of faces across multiple photos.

API

Create an instance

import UniqueFaces from "unique-faces";

// all state is stored inside a unique faces instance
const uniqueFaces = new UniqueFaces();

init

Init function will load in all the required tensorflow libraries and also prepare the GPU for processing

/**
 * Note: This returns a promise, you can either
 * initialize it manually (prewarm it) or you can skip
 * this step and it will be called on before the first image
 * is processed
 */
await uniqueFaces.init();

findAllUniqueFaces

Method which takes an image path and finds all the unique faces inside the photo. If this is a sequential call of this function, it could match on an existing photo.

const images [
    "./IMG_101.jpg",
    "./IMG_200.jpg"
];

for (let imgPath of images) {
    await faceDetection.findAllUniqueFaces(imgPath);
}

export

Take the training data generated and export it to JSON

await faceDetection.export();

TODO

• Auto initialization
• Ensure no tf logic ran till init called
• Option for thumbnailPath
• Option for outputPath