Facial-Pose-Estimation-OpenCV
This repository is a Visual Studio Project, it contains a C++
implimentation of Realtime Facial and Headpose Estimation using OpenCV
, DLIB
and a CNN
trained in Pytorch
.
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 - You are here.
- facial-pose-estimation-unity
This blog post describes the whole project: AR Facial Pose Estimation
Extra Info
- The output of the Visual Studio Project is a
DLL
- The
DLL
outputs theTransform Matrix
, a set ofBlendshape Values
, and the pixels of the image - An example of using this
DLL
withUnity
can be found in this project: facial-pose-estimation-unity - 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.