SPIN
Repository for the paper "Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop" (by nkolot)
hmr
Project page for End-to-end Recovery of Human Shape and Pose (by akanazawa)
| SPIN | hmr | |
|---|---|---|
| 1 | 1 | |
| 783 | 1,517 | |
| - | - | |
| 3.9 | 0.0 | |
| 5 months ago | 10 months ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | 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.
SPIN
Posts with mentions or reviews of SPIN.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-12-01.
-
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HMR - https://github.com/akanazawa/hmr SPIN - https://github.com/nkolot/SPIN as very important works (albeit outdated).
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.
-
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HMR - https://github.com/akanazawa/hmr SPIN - https://github.com/nkolot/SPIN as very important works (albeit outdated).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 SPIN and hmr you can also consider the following projects:
VIBE - Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"
SMPL - NumPy, TensorFlow and PyTorch implementation of human body SMPL model and infant body SMIL model.
smplx - SMPL-X
videoavatars - This repository contains code corresponding to the paper Video based reconstruction of 3D people models.
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"