3d-morphable-models/curated-list-of-awesome-3D-Morphable-Model-software-and-data
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.
The repository aggregates pre-trained morphable models (SMPL, FLAME, Basel Face Model) alongside registration pipelines, scan datasets, and fitting algorithms that enable practitioners to reconstruct 3D geometry from images or video. It covers the full pipeline from raw scan data through model construction, alignment, and adaptation—supporting faces, bodies, animals, and clothing-specific variants. The curated links connect to both canonical reference implementations and emerging deep learning-based fitting approaches, serving as a comprehensive resource map for the 3DMM research ecosystem.
965 stars. No commits in the last 6 months.
Stars
965
Forks
116
Language
—
License
—
Category
Last pushed
Mar 14, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/3d-morphable-models/curated-list-of-awesome-3D-Morphable-Model-software-and-data"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
openspyrit/spyrit
A Python toolbox for deep image reconstruction, with emphasis on single-pixel imaging.
RobotLocomotion/pytorch-dense-correspondence
Code for "Dense Object Nets: Learning Dense Visual Object Descriptors By and For Robotic Manipulation"
marrlab/SHAPR_torch
SHAPR: Code for "Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D...
pmh47/dirt
DIRT: a fast differentiable renderer for TensorFlow
Fyusion/LLFF
Code release for Local Light Field Fusion at SIGGRAPH 2019