SMPL
NumPy, TensorFlow and PyTorch implementation of human body SMPL model and infant body SMIL model. (by CalciferZh)
hmr
Project page for End-to-end Recovery of Human Shape and Pose (by akanazawa)
| SMPL | hmr | |
|---|---|---|
| 1 | 1 | |
| 829 | 1,517 | |
| - | - | |
| 1.8 | 0.0 | |
| about 2 years ago | 11 months ago | |
| Python | Python | |
| MIT License | GNU General Public License v3.0 or later |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
SMPL
Posts with mentions or reviews of SMPL.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-12-01.
hmr
Posts with mentions or reviews of hmr.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-12-01.
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3D reconstruction models for human body
The other reply has listed some good references if related work sections are TL;DR, however I would add: SMPLify - https://files.is.tue.mpg.de/black/papers/BogoECCV2016.pdf HMR - https://github.com/akanazawa/hmr SPIN - https://github.com/nkolot/SPIN as very important works (albeit outdated).
What are some alternatives?
When comparing SMPL and hmr you can also consider the following projects:
smplx - SMPL-X
SPIN - Repository for the paper "Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop"
VIBE - Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"
videoavatars - This repository contains code corresponding to the paper Video based reconstruction of 3D people models.
PoseNDF - Implementation of Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields
pifuhd - High-Resolution 3D Human Digitization from A Single Image.
tex2shape - This repository contains code corresponding to the paper "Tex2Shape: Detailed Full Human Body Geometry from a Single Image"
Anatomy3D - Anatomy-aware 3D Human Pose Estimation in Videos