DECA
vrn
DECA | vrn | |
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5 | 4 | |
2,009 | 4,515 | |
- | - | |
0.0 | 0.0 | |
9 months ago | almost 2 years ago | |
Python | MATLAB | |
GNU General Public License v3.0 or later | MIT License |
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DECA
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Looking for a NLP expert to help me in a project about body movements and facial expressions.
[2] https://github.com/yfeng95/DECA
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[D] Alternatives to Mediapipe's FaceMesh for 3D Face Reconstruction
You can check DECA, 3DDFA , as they give you detailed 3d landmarks (detailed as in "denser" 3d landmarks) which is obtained through Face Blendshape Vertices.
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Automatic BlendShape Transfer to Different Topology!
But where else should he post seems like the post got deleted in many other places already. The pay link in the video description looks suspicious and was most likely not included in this video to prevent deletion. The Tool itself looks similar to thinks proposed in: https://github.com/YadiraF/DECA or something similar what Disney did.
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[P] Mapping an image to a 3D face model (iPhone AR compatible)
I retrained DECA using the original dataset and additional data that I generated and then combined this with a library I wrote to convert .obj files to .usdz, a format used on iPhone to describe 3D models that are compatible with its AR viewer.
- DECA: Detailed Expression Capture and Animation
vrn
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ALLS6B
The researchers have made their code available here Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric Regression https://github.com/AaronJackson/vrn
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How could a person's facial features be measured?
You can also try to generate a 3D image from a single image like here.
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Confusion with .obj files
The OBJ file is the result of this machine learning model. The idea is you give it a headshot and it spits out an OBJ file with your head as a 3D model. One of the obj files contains the following lines: mtllib kev.mtl and usemtl material_1 but the model never produced a file called kev.mtl afaik
- What ML tool would be able to accurately convert a single picture of a whale to a 3D mesh, with it being modeled in the same pose as the picture?
What are some alternatives?
Blender-Tools-for-DSCS - This repository provides a work-in-progress addon for Blender 2.8 that can (to some degree) import model files from the PC version of Digimon Story: Cyber Sleuth. It provides new options in File > Import and File > Export named "DSCS Model", which should be pointed towards 'name' files in the game data. The file format is mostly understood; but some bugs remain and there are some Blender issues yet to be understood. Also has experimental support for the PS4 version, and for Megido72.
contrastive-unpaired-translation - Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
3DDFA_V2 - The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.
stereo2stl - Stereo image reconstruction to STL format in MATLAB.
facexlib - FaceXlib aims at providing ready-to-use face-related functions based on current STOA open-source methods.
colmap - COLMAP - Structure-from-Motion and Multi-View Stereo
learning-topology-synthetic-data - Tensorflow implementation of Learning Topology from Synthetic Data for Unsupervised Depth Completion (RAL 2021 & ICRA 2021)
jeelizFaceFilter - Javascript/WebGL lightweight face tracking library designed for augmented reality webcam filters. Features : multiple faces detection, rotation, mouth opening. Various integration examples are provided (Three.js, Babylon.js, FaceSwap, Canvas2D, CSS3D...).
3DDFA - The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.
matscad - Toolbox for simple design of 3D objects and impotr them in a CAD files.
carveme - CarveMe: genome-scale metabolic model reconstruction
Open3D - Open3D: A Modern Library for 3D Data Processing