Facial detection, landmark tracking and expression transfer library for Windows, Linux and Mac

Overview

Welcome to the CSIRO Face Analysis SDK. Documentation for the SDK can be found in doc/documentation.html.

All code in this SDK is provided according to the license found in LICENSE.

If you use the CSIRO Face Analysis SDK in any publications, we ask that you reference our works.

The face tracking component is based on the publication: J. Saragih, S. Lucey and J. Cohn, "Deformable Model Fitting by Regularized Landmark Mean-Shift", IJCV 2011.

The expression transfer component is based on the publication: J. Saragih, S. Lucey and J. Cohn, "Real-time Avatar Animation from a Single Image", AFGR Workshop 2011.

If you use the SDK, we ask that you reference the following paper: M. Cox, J. Nuevo, J. Saragih and S. Lucey, "CSIRO Face Analysis SDK", AFGR 2013.


Here are the updates in the original code included in this fork of the project:

  • The dependency of Qt in the qt-gui project was upgraded from Qt4 to Qt5.
  • Some OpenCV missing includes were added (perhaps they are due to changes in version used).
  • The type casts were made explicit to remove related warning messages.
  • Some static array allocations were replaced with the operator new[].
  • The Windows/POSIX-specific function calls were enclosed in #ifdefs based on the operating system defined at compilation time, and the the best corresponding functions were used for Windows (for instance: PathRemoveFileSpec and PathStripPath respectively replaced dirname and basename in Windows).
  • The class ForkRunner was completely replaced in Windows by the implementation proposed by Ben Howell here. Although, there is no direct equivalent of fork (used by the original class) on Windows and CreateProcess does not have the same behaviour (further tests required).
  • The libraries utilities, clmTracker and avatarAnim, that were originally created as shared libraries, were transformed into static libraries only for the Windows configuration. This was just simpler to do at this time, because the use of the __declspec(dllexport) directive (to export the functions/classes to be usable through a DLL) was causing problems related to third part objects not being equally exported (for instance, in some classes/functions, the compiler was producing messages like: "warning C4251: class 'cv::Mat' needs to have dll-interface to be used by clients of class ").
Owner
Luiz Carlos Vieira
Luiz Carlos Vieira
Leibniz is a python package which provide facilities to express learnable partial differential equations with PyTorch

Leibniz is a python package which provide facilities to express learnable partial differential equations with PyTorch

Beijing ColorfulClouds Technology Co.,Ltd. 16 Aug 07, 2022
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

Bayesian Neural Networks Pytorch implementations for the following approximate inference methods: Bayes by Backprop Bayes by Backprop + Local Reparame

1.4k Jan 07, 2023
K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce (EMNLP Founding 2021)

Introduction K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce. Installation PyTor

Xu Song 21 Nov 16, 2022
This repository contains the database and code used in the paper Embedding Arithmetic for Text-driven Image Transformation

This repository contains the database and code used in the paper Embedding Arithmetic for Text-driven Image Transformation (Guillaume Couairon, Holger

Meta Research 31 Oct 17, 2022
Fast Differentiable Matrix Sqrt Root

Official Pytorch implementation of ICLR 22 paper Fast Differentiable Matrix Square Root

YueSong 42 Dec 30, 2022
The official PyTorch implementation for NCSNv2 (NeurIPS 2020)

Improved Techniques for Training Score-Based Generative Models This repo contains the official implementation for the paper Improved Techniques for Tr

174 Dec 26, 2022
Code for CVPR 2021 paper: Anchor-Free Person Search

Introduction This is the implementationn for Anchor-Free Person Search in CVPR2021 License This project is released under the Apache 2.0 license. Inst

158 Jan 04, 2023
Auxiliary data to the CHIIR paper Searching to Learn with Instructional Scaffolding

Searching to Learn with Instructional Scaffolding This is the data and analysis code for the paper "Searching to Learn with Instructional Scaffolding"

Arthur Câmara 2 Mar 02, 2022
A simple version for graphfpn

GraphFPN: Graph Feature Pyramid Network for Object Detection Download graph-FPN-main.zip For training , run: python train.py For test with Graph_fpn

WorldGame 67 Dec 25, 2022
PyTorch code for MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning

MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning PyTorch code for our ACL 2020 paper "MART: Memory-Augmented Recur

Jie Lei 雷杰 151 Jan 06, 2023
Asymmetric Bilateral Motion Estimation for Video Frame Interpolation, ICCV2021

ABME (ICCV2021) Junheum Park, Chul Lee, and Chang-Su Kim Official PyTorch Code for "Asymmetric Bilateral Motion Estimation for Video Frame Interpolati

Junheum Park 86 Dec 28, 2022
A system used to detect whether a person is wearing a medical mask or not.

Mask_Detection_System A system used to detect whether a person is wearing a medical mask or not. To open the program, please follow these steps: Make

Mohamed Emad 0 Nov 17, 2022
Source code to accompany Defunctland's video "FASTPASS: A Complicated Legacy"

Shapeland Simulator Source code to accompany Defunctland's video "FASTPASS: A Complicated Legacy" Download the video at https://www.youtube.com/watch?

TouringPlans.com 70 Dec 14, 2022
Official implementation of Pixel-Level Bijective Matching for Video Object Segmentation

BMVOS This is the official implementation of Pixel-Level Bijective Matching for Video Object Segmentation, to appear in WACV 2022. @article{cho2021pix

Suhwan Cho 13 Dec 14, 2022
Python scripts for performing stereo depth estimation using the MobileStereoNet model in Tensorflow Lite.

TFLite-MobileStereoNet Python scripts for performing stereo depth estimation using the MobileStereoNet model in Tensorflow Lite. Stereo depth estimati

Ibai Gorordo 4 Feb 14, 2022
SWA Object Detection

SWA Object Detection This project hosts the scripts for training SWA object detectors, as presented in our paper: @article{zhang2020swa, title={SWA

237 Nov 28, 2022
Generalized Data Weighting via Class-level Gradient Manipulation

Generalized Data Weighting via Class-level Gradient Manipulation This repository is the official implementation of Generalized Data Weighting via Clas

18 Nov 12, 2022
The openspoor package is intended to allow easy transformation between different geographical and topological systems commonly used in Dutch Railway

Openspoor The openspoor package is intended to allow easy transformation between different geographical and topological systems commonly used in Dutch

7 Aug 22, 2022
IJON is an annotation mechanism that analysts can use to guide fuzzers such as AFL.

IJON SPACE EXPLORER IJON is an annotation mechanism that analysts can use to guide fuzzers such as AFL. Using only a small (usually one line) annotati

Chair for Sys­tems Se­cu­ri­ty 146 Dec 16, 2022
[TOG 2021] PyTorch implementation for the paper: SofGAN: A Portrait Image Generator with Dynamic Styling.

This repository contains the official PyTorch implementation for the paper: SofGAN: A Portrait Image Generator with Dynamic Styling. We propose a SofGAN image generator to decouple the latent space o

Anpei Chen 694 Dec 23, 2022