face-recognition.js/README.md

Project Description

Javascript Canvas face recognition using back buffer for performance optimization.

Mixing convolution, substractive filter, this project tends to localise the components of the human face in the first hand, and in a second hand, to use ratios to identify faces.

The final aim is to be able to detect face components in real-time to control a program with your face only. Also, it must recognize components for whatever picture/video size, whatever fashion accessory weared.

Development timeline

I. Image optimization 1. Size adjustment 2. Contrast adjustment 3. Brightness adjustment 4. Edge detection II. Face extrusion 1. Set ratio parameters (human face ratios and constants) 2. Set face limits 3. Remove background III. Components recognition 1. Set ratio parameters (human face ratios and constants) 2. Set substractive filters (soft deep learning)