Facial Key-points Detection & Recognition

Detection and recognition of Human Faces in context of group-video conferencing, recording meetings, class-activities. Used for the purpose of automating the attendance process.

Overview

This repository contains:

• Face dectection via Viola-Jones and HOG.
• Face representation learning using pre-trained Openface models.
• Face recognition and clustering using DBSCAN.
• t-SNE visualization of face representation vectors.

Usage

Refer to code for individual usage.

References

• OpenFace: A general-purpose face recognition library
• Machine Learning is Fun!