3d-face-alignment

There are 6 repositories under 3d-face-alignment topic.

cleardusk / 3DDFA_V2
The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.
3d 3d-face 3d-face-alignment 3d-landmarks 3dmm alignment computer-vision eccv eccv-2020 face-alignment onnx pytorch single-image-reconstruction
Language:Python 2792
1adrianb / 2D-and-3D-face-alignment
This repository implements a demo of the networks described in "How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)" paper.
3d-face-alignment computer-vision deeplearning face-alignment torch7
Language:Lua 932
Rubikplayer / flame-fitting
Example code for the FLAME 3D head model. The code demonstrates how to sample 3D heads from the model, fit the model to 3D keypoints and 3D scans.
face-model morphable-model computer-graphics computer-vision flame-model flame-fitting chumpy smpl-x face-alignment 3d-face-alignment flame 3d-reconstruction face 3d-model
Language:Python 671
radekd91 / emoca
Official repository accompanying a CVPR 2022 paper EMOCA: Emotion Driven Monocular Face Capture And Animation. EMOCA takes a single image of a face as input and produces a 3D reconstruction. EMOCA sets the new standard on reconstructing highly emotional images in-the-wild
computer-vision face-reconstruction emotion-recognition cvpr pytorch pytorch-lightning deep-learning 3d-reconstruction 3d-graphics 3d-vision face-alignment morphable-model face-model flame-fitting face 3d-face-alignment 3d-face-reconstruction
Language:Python 640
ascust / 3DMM-Fitting-Pytorch
A 3DMM fitting framework using Pytorch.
3dmm bfm fitting face-reconstruction 3d-face-reconstruction 3d-face 3d-face-alignment pytorch basel-face-model 3d-morphable-face-model 3d-morphable-models monocular-video-reconstruction
Language:Python 551
TF_FLAME
TimoBolkart / TF_FLAME
Tensorflow framework for the FLAME 3D head model. The code demonstrates how to sample 3D heads from the model, fit the model to 2D or 3D keypoints, and how to generate textured head meshes from Images.
face-models morphable-model computer-graphics computer-vision face-model 3d-models 3d-mesh tensorflow face-reconstruction flame-model 3d-face-alignment flame-fitting 3d-model face 3d 3d-reconstruction 3d-graphics statistical-models flame face-alignment
Language:Python 419
DAD-3DHeads
PinataFarms / DAD-3DHeads
Official repo for DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image (CVPR 2022).
3d-computer-vision 3d-face-alignment 3d-face-modelling 3d-face-reconstruction 3d-head 3d-reconstruction computer-vision cvpr cvpr2022 machine-learning papers-with-code pytorch 3dmm dataset face-alignment face-reenactment first-order-motion-model flame head-pose-estimation
Language:Python 416
facetorch
tomas-gajarsky / facetorch
Python library for analysing faces using PyTorch
3d-face-alignment computer-vision conda-forge deep-learning deepfake-detection docker-compose face-detection face-verification facial-action-units facial-detection facial-expression-recognition facial-landmarks facial-landmarks-detection image-analysis machine-learning neural-networks pypi-package pytorch torchscript torchvision
Language:Python 412
choyingw / SynergyNet
3DV 2021: Synergy between 3DMM and 3D Landmarks for Accurate 3D Facial Geometry
3d pytorch facial-landmarks head-pose-estimation 3d-face-reconstruction facial-keypoints 3d-face-alignment 3dv2021 3dvision computer-vision computer-graphics 2d-3d deep-neural-networks
Language:Jupyter Notebook 357
1996scarlet / Dense-Head-Pose-Estimation
[ECCV 2020] Reimplementation of 3DDFAv2, including face mesh, head pose, landmarks, and more.
face-alignment face-reconstruction 3d-face-alignment head-pose-estimation dense-facial-landmarks headpose-estimation
Language:Python 282
tianyeli / tofu
Official code for ICCV 2021 oral paper: Topologically Consistent Multi-View Face Inference Using Volumetric Sampling
computer-vision computer-graphics 3d-models 3d-reconstruction 3d-face-alignment face-alignment face-registration face-modeling
Language:Python 144
soubhiksanyal / now_evaluation
This is the official repository for evaluation on the NoW Benchmark Dataset. The goal of the NoW benchmark is to introduce a standard evaluation metric to measure the accuracy and robustness of 3D face reconstruction methods from a single image under variations in viewing angle, lighting, and common occlusions.
python python3 computer-vision 3d-face-alignment 3d-reconstruction face-alignment benchmark-datasets single-image-reconstruction 2d-3d face-reconstruction face flame now-evaluation triplet-loss 3d-data 3d-mesh 3d-landmarks flame-model face-reconstruction-challenge
Language:Python 97
patrikhuber / fg2018-competition
Evaluation scripts for the FG2018 3D face reconstruction challenge
3d-face-reconstruction 3d-face-alignment
Language:Python 66
georgeretsi / smirk
Official Pytorch Implementation of SMIRK: 3D Facial Expressions through Analysis-by-Neural-Synthesis (CVPR 2024)
3d 3d-face-alignment 3d-face-reconstruction 3d-reconstruction face flame morphable-model
Language:Python 65
FrancescoGradi / extreme_3d_faces_evaluator
Preprocessing to evaluate 3D face reconstruction from 2D image
3d-face-alignment 3d-face-reconstruction cnn heatmap
Language:Python 28
opentrack / neuralnet-tracker-traincode
Training of machine learning models for the tracker
3d-face-alignment deep-learning deeplearning face-alignment facealignment pose-estimation
Language:Jupyter Notebook 15
DaWelter / face-3d-rotation-augmentation
Reproduction of the 3d rotation augmentation of the 300W-LP face pose data set
3d-face 3d-face-alignment 3d-graphics computer-vision face-alignment python augmentation dataset-generation
Language:Jupyter Notebook 3
jayant1211 / euler-angles
This project estimates the Euler angles of a person's face in real-time using a convolutional neural network (CNN) developed by Yinguobing.
3d-face-alignment 3d-face-recognition cnn euler-angles face-recognition yinguobing
Language:Python 3
Nexdata-AI / 1078-People-3D-Faces-Collection-Data
3D Faces Collection Dataset
3d-face-alignment 3d-face-recognition action-recognition computer-vision dataset deep-learning face-detection
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