zleisure/facial-pose-estimation-unity

Unity Project - Realtime Facial + Headpose Estimation (Using OpenCV, DLIB and Pytorch)

Facial-Pose-Estimation-Unity

This repository is a Unity Project demonstrating realtime AR Facial Pose Estimation. This utilizes a plugin DLL from my facial-pose-estimation-opencv project and a custom trained Neural Net from my facial-pose-estimation-pytorch project.

About

This is one of three repositories which together form a larger project, these are the three repositories:

• facial-pose-estimation-pytorch
• facial-pose-estimation-opencv
• facial-pose-estimation-unity - You are here.

This blog post describes the whole project: AR Facial Pose Estimation

Extra Info

• This runs live on a desktop
• Tracks both the transform of the entire head, and the pose of the face
• Tracks a single face at a time, if two people stand in front of the camera the face will jump back and forth
• There are controls built in for manually adjusting camera FOV
• The Neural Net used by the project can be found here: facial-pose-estimation-pytorch

Estimation Pipeline Diagram

Code Usage

Usage instructions found here: user manual page.