Implement MTCNN with Tensorflow.js. A face detection framework with MTCNN and Tensorflow.js

Overview

mtcnn-tfjs

Implement mtcnn with Tensorflow.js

What is this?

A face detection framework with MTCNN and Tensorflow.js

Give me a ⭐️ , if you like it ❤️

(Currently, framework is only accepted to detect one face, i'll update soon)

Installation

Run:

npm install whoisltd/mtcnn-tfjs

Use:

const mtcnn = require('@whoisltd/mtcnn-tfjs');

const pnet_url = 'https://storage.googleapis.com/my-mtcnn-models/final_model/pnet/model.json'

const rnet_url = 'https://storage.googleapis.com/my-mtcnn-models/final_model/rnet/model.json'

const onet_url = 'https://storage.googleapis.com/my-mtcnn-models/final_model/onet/model.json'

const model = new mtcnn.MTCNN(pnet_url, rnet_url, onet_url)

//Draw bounding boxes on image:
model.draw_img(url_img, url_output);

//Crop face from image:
model.crop_face(url_img, url_output, true);

//Get bounding boxes, landmarks, score:
model.detect(url_img);

Demo

Contribution

Pull request is welcome!

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Comments
Owner
Dat Le
diving into deep learning
Dat Le
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