VIBE VS SPIN

Compare VIBE vs SPIN and see what are their differences.

VIBE

Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation" (by mkocabas)
video-pose-estimation 3d-pose-estimation human-pose-estimation smpl Pytorch 3d-human-pose cvpr2020 cvpr-2020 cvpr20 cvpr
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arxiv.org
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SPIN

Repository for the paper "Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop" (by nkolot)
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VIBE SPIN
5 1
2,802 781
- -
0.0 3.9
about 1 year ago 5 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.
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VIBE

Posts with mentions or reviews of VIBE. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-12-01.

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
    10 projects | /r/computervision | 1 Dec 2021
    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HMR - https://github.com/akanazawa/hmr SPIN - https://github.com/nkolot/SPIN as very important works (albeit outdated).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 VIBE and SPIN you can also consider the following projects:

video2bvh - Extracts human motion in video and save it as bvh mocap file.

hmr - Project page for End-to-end Recovery of Human Shape and Pose

frankmocap - A Strong and Easy-to-use Single View 3D Hand+Body Pose Estimator

smplx - SMPL-X

openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

SMPL - NumPy, TensorFlow and PyTorch implementation of human body SMPL model and infant body SMIL model.

mediapipe - Cross-platform, customizable ML solutions for live and streaming media.

videoavatars - This repository contains code corresponding to the paper Video based reconstruction of 3D people models.

AlphaPose - Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System

pifuhd - High-Resolution 3D Human Digitization from A Single Image.

VIBE vs video2bvh SPIN vs hmr VIBE vs frankmocap SPIN vs smplx VIBE vs openpose SPIN vs SMPL VIBE vs mediapipe SPIN vs videoavatars VIBE vs AlphaPose SPIN vs pifuhd VIBE vs smplx VIBE vs SMPL