3d-face-papers

Hello! Here is a collection of 3d face related papers and code implementations. Welcome to contribute.

3d-thin-plate-spline-warp

Implementation of Thin Plate Spline warping

3ddfa_v2

The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.

3dmm-and-3d-face-reconstruction-and-manipulation

Paper list of 3D Face reconstruction and manipulation and relevant topics

ai-resources

ai_all_resources

A curated list of Best Artificial Intelligence Resources

anime_face_landmark_detection

Anime face landmark detection by deep cascaded regression

benchmark_vae

Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

cascaded-regression-chinese

定位综述 目前用于人脸定位的有两种主流方法，一种是基于级联形状回归模型，另一种就是基于深度学习的方法。级联形状回归方法就是使用回归模型，直接学习从人脸表征到人脸形状的映射函数，进而建立从表观到形状的对应关系。这种方法的学习依赖于训练集的选取，如果训练集中包含了复杂的姿态变化，学习到的函数测试性能就会比较好。现有很多基于回归的方法，其中比较突出的有颜水成的DCR（Deep Cascaded Regression）、ESR（Explicitly Shape Regression）方法、LBF（Local Binary Features）方法以及SDM（Supervised Decent Method）方法。但是，上述方法也存在一定的问题，例如，基于提取到的局部图像特征来定位时很难找到具有全局信息

cascaded-shape-regression

C++ codes for the implementation of cascaded shape regression

cascaded_regression_for_facealignment

Face Alignment through Cascaded Regression

classical-and-deep-learning-approaches-for-face-swapping-using-delaunay-triangulation-tps-and-prnet

Implementation of face swapping using classical and deep learning technique.

computer-graphics-algorithms

In this repository, we include algorithms that are in the field of Computer Graphics and related topics.

coursera-deep-learning

Deep Learning specialization by Andrew Ng on Coursera

courseramachinelearning

Coursera Machine Learning By Prof. Andrew Ng

creative-theme-jekyll

cs131

Personal notes and homework solutions for Stanford's CS131 Computer Vision: Foundations and Applications

cvae_mnist

Conditional VAE using CNN on MNIST in PyTorch

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-learning-specialization

This repository contains the programming assignments and slides from the deep learning course from coursera offered by deeplearning.ai

face-3d-study

Face 3D Reconstruction papers or codes

face-datasets

face3d

Python tools for 3D face: 3DMM, Mesh processing(transform, camera, light, render), 3D face representations.

facealigmentcascadedshaperegression

This assignment involves designing, building, testing and critiquing a system for performing face alignment, aka. locating facial landmarks in images.

github-profile-readme-generator

🚀 Generate GitHub profile README easily with the latest add-ons like visitors count, GitHub stats, etc using minimal UI.

github-slideshow

A robot powered training repository :robot:

image-processing

image2latex

A tool to convert math equation images to LaTeX markup

learn-opengl-in-python

All the source codes from my youtube tutorial series called "OpenGL in python".