morphable-model

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TimoBolkart /voca

Star1.2k

This codebase demonstrates how to synthesize realistic 3D character animations given an arbitrary speech signal and a static character mesh.

python machine-learning computer-vision tensorflow computer-graphics python3 3d-models 3d-face animation-sequence morphable-model face-animation voca

UpdatedAug 20, 2024
Python

3d-morphable-models /curated-list-of-awesome-3D-Morphable-Model-software-and-data

Star956

The idea of this list is to collect shared data and algorithms around 3D Morphable Models. You are invited to contribute to this list by adding a pull request. The original list arised from the Dagstuhl seminar on 3D Morphable Modelshttps://www.dagstuhl.de/19102 in March 2019.

machine-learning computer-vision shape image-processing generative-model face-recognition face-detection faces 3d 3d-reconstruction 3d-graphics 3d-models morphable-model analysis-by-synthesis

UpdatedMar 14, 2025

soubhiksanyal /RingNet

Star863

Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision

python computer-vision deep-learning tensorflow face flame 3d-models face-reconstruction triplet-loss 3d-data 2d-3d 3d-mesh benchmark-datasets 3d-face-reconstruction morphable-model 3d-landmarks flame-model single-image-reconstruction ringnet

UpdatedMar 24, 2023
Python

radekd91 /emoca

Star799

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 deep-learning pytorch face cvpr 3d-reconstruction 3d-graphics face-reconstruction face-alignment emotion-recognition 3d-vision 3d-face-alignment face-model 3d-face-reconstruction morphable-model pytorch-lightning flame-fitting

UpdatedDec 6, 2024
Python

Rubikplayer /flame-fitting

Star792

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.

computer-vision computer-graphics face flame 3d-model 3d-reconstruction face-alignment 3d-face-alignment face-model morphable-model smpl-x flame-model flame-fitting chumpy

UpdatedFeb 16, 2023
Python

abdallahdib /NextFace

Star788

A high-fidelity 3D face reconstruction library from monocular RGB image(s)

deep-learning optimization graphics pytorch face face-recognition face-detection raytracing spherical-harmonics 3d-graphics face-reconstruction differentiable-rendering 3d-face-reconstruction shape-from-shading morphable-model differentiable-programming inverse-rendering shape-from-image reflectance-from-image

UpdatedOct 18, 2023
Jupyter Notebook

soubhiksanyal /FLAME_PyTorch

Star769

This is a implementation of the 3D FLAME model in PyTorch

computer-vision computer-graphics python3 pytorch fitting face flame 3d 3d-reconstruction 3d-graphics 3d-models statistical-models face-reconstruction 3d-mesh face-model morphable-model 3d-landmarks flame-model dynamic-conture pose-dependent-conture

UpdatedMay 23, 2023
Python

TimoBolkart /FLAME-Universe

Star605

Summary of publicly available ressources such as code, datasets, and scientific papers for the FLAME 3D head model

face face-models flame 3d-models statistical-models 3d-mesh morphable-model facial-expression flame-model head-model

UpdatedOct 14, 2025

TimoBolkart /TF_FLAME

Star470

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.

computer-vision tensorflow computer-graphics face face-models flame 3d 3d-model 3d-reconstruction 3d-graphics 3d-models statistical-models face-reconstruction face-alignment 3d-face-alignment 3d-mesh face-model morphable-model flame-model flame-fitting

UpdatedMar 24, 2023
Python

georgeretsi /smirk

Star326

Official Pytorch Implementation of SMIRK: 3D Facial Expressions through Analysis-by-Neural-Synthesis (CVPR 2024)

face flame 3d 3d-reconstruction 3d-face-alignment 3d-face-reconstruction morphable-model

UpdatedMay 31, 2024
Python

SimonGiebenhain /NPHM

Star275

[CVPR'23] Learning Neural Parametric Head Models

parametric 3d-reconstruction 3d-deep-learning 3d-face-reconstruction neural-fields morphable-model implicit-representations cvpr-2023

UpdatedJun 15, 2024
Python

SimonGiebenhain /MonoNPHM

Star177

[CVPR 2024 Highlight] MonoNPHM: Dynamic Head Reconstruction from Monoculuar Videos

deep-learning sdf 3d-reconstruction face-tracking face-model neural-fields morphable-model

UpdatedNov 3, 2024
Python

TimoBolkart /FLAME-Blender-Add-on

Star62

Blender Add-on for the FLAME face model

computer-graphics face face-models blender-addon 3d 3d-model 3d-graphics 3d-models statistical-model 3d-mesh face-model morphable-model blender-plugin flame-model

UpdatedJan 19, 2024

SasageyoOrg /voca-blender

Star61

Blender add-on to implement VOCA neural network.

python computer-vision neural-network blender tensorflow computer-graphics flame blender-addon 3d-face animation-sequence deepspeech morphable-model face-animation voca

UpdatedJul 18, 2022
Python

nabeel3133 /3D-texture-fitting

Star36

Project Page of Synthesizing Normalized Faces From Facial Identity Features - [CVPR 2017]

normalized faces eigenvalues bfm morphable-model texture-fitting ddfa synthesizing texture-eigenspace

UpdatedDec 16, 2019
Python

TimoBolkart /MultilinearModelFitting

Star22

The provided program loads a multilinear face model and fits this model to a point cloud or a triangle mesh.

computer-vision computer-graphics face-model 3d-face-reconstruction morphable-model 3d-face-modelling

UpdatedOct 1, 2020
C++

Smorodov /nano_bfm

Star14

Basel morphable face model mesh and texture generator using GPU.

cublas face-reconstruction face-morphing bfm face-generation basel-face-model 3d-face-reconstruction morphable-model face-generator face-morphable-model

UpdatedSep 14, 2020
C

TimoBolkart /MultilinearWaveletModel

Star11

The provided program loads a multilinear wavelet model and fits this model to a point cloud or a triangle mesh.

computer-vision computer-graphics 3d-models 3d-face-reconstruction morphable-model 3d-face-modelling

UpdatedOct 1, 2020
C++

Smorodov /PRNet_PyTorch_v2

Star10

Fixed version ofhttps://github.com/tomguluson92/PRNet_PyTorch

face landmark-detection facial-landmarks morphable-model prnet prnet-implementation

UpdatedMar 30, 2020
Python

jmmanley /forms

Star7

Flexible Object Reconstruction from Multiple Silhouettes. Cashman & Fitzgibbon, 'What Shape are Dolphins? Building 3D Morphable Models from 2D Images', 2012. Updated 2018, Jason Manley.

dolphin 3d-reconstruction 3d-models silhouette-reconstruction morphable-model

UpdatedMar 7, 2018
MATLAB

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