This codebase demonstrates how to synthesize realistic 3D character animations given an arbitrary speech signal and a static character mesh.
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Aug 20, 2024 - Python
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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
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 Models https://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
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
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
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
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
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
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
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
Official Pytorch Implementation of SMIRK: 3D Facial Expressions through Analysis-by-Neural-Synthesis (CVPR 2024)
[CVPR'23] Learning Neural Parametric Head Models
parametric 3d-reconstruction 3d-deep-learning 3d-face-reconstruction neural-fields morphable-model implicit-representations cvpr-2023
[CVPR 2024 Highlight] MonoNPHM: Dynamic Head Reconstruction from Monoculuar Videos
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
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
Project Page of Synthesizing Normalized Faces From Facial Identity Features - [CVPR 2017]
normalized faces eigenvalues bfm morphable-model texture-fitting ddfa synthesizing texture-eigenspace
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
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
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
burn parametric 3d human morphable model 🔥🧍
Fixed version of https://github.com/tomguluson92/PRNet_PyTorch
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