Light

zielon / face-tracking Goto Github PK

View Code? Open in Web Editor NEW

This project forked from isikmustafa/face-tracking

3.0 2.0 0.0 11.31 MB

RGB Face Tracking and Reconstruction on GPU using CUDA

License: BSD 2-Clause "Simplified" License

C 87.89% CMake 0.89% CSS 1.11% HTML 1.95% JavaScript 1.23% Objective-C 4.24% C++ 1.89% GLSL 0.09% Cuda 0.72%

face-tracking's Introduction

RGB Face Tracking and Reconstruction using CUDA

Results

On the left you can see a face reconstruction based on the input video from the right

Barack Obama

Justin Trudeau

Setup configuration

Environment variables

Side notes: To run the project you will need a parametric face model
Use OpenCV 4.0.0

NAME	EXAMPLE VALUE
GLFW3	`\face-tracking\3rd\glfw-3.3\bin\lib-vc2017-64bit`
OPENCV_DIR	`\OpenCV\opencv\build\x64\vc15`
OPENCV_INCLUDE	`\OpenCV\opencv\build\include`
OPENCV_BIN	`\OpenCV\opencv\build\x64\vc15\bin`
OPENCV_LIB	`\OpenCV\opencv\build\x64\vc15\lib`
DLIB_DIR	`\Projects\dlib`
DLIB_LIB_DEBUG	`\Projects\dlib\examples\build\dlib_build\Debug`
DLIB_LIB_RELEASE	`\Projects\dlib\examples\build\dlib_build\Release`

Extra files

NAME	VALUE
shape_predictor_68_face_landmarks.dat	`\face-tracking\project`

DLIB instruction

Download https://github.com/davisking/dlib Commit hash: e30f5e2fe88ff3a9c8265c6265b37956ce535ac2
Build examples and remember to set flags to ON in CMAKE:
- DLIB_USE_CUDA
- USE_SSE4_INSTRUCTIONS
- USE_SSE2_INSTRUCTIONS
- USE_AVX_INSTRUCTIONS
Build one of the project example in VS to generate dlib_build folder

References

face-tracking's People

Contributors

Stargazers

Watchers

Recommend Projects

React

A declarative, efficient, and flexible JavaScript library for building user interfaces.
Vue.js

🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript

TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
TensorFlow

An Open Source Machine Learning Framework for Everyone
Django

The Web framework for perfectionists with deadlines.
Laravel

A PHP framework for web artisans
D3

Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

javascript

JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
web

Some thing interesting about web. New door for the world.
server

A server is a program made to process requests and deliver data to clients.
Machine learning

Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Visualization

Some thing interesting about visualization, use data art
Game

Some thing interesting about game, make everyone happy.

Recommend Org

Facebook

We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft

Open source projects and samples from Microsoft.
Google

Google ❤️ Open Source for everyone.
Alibaba

Alibaba Open Source for everyone
D3

Data-Driven Documents codes.
Tencent

China tencent open source team.