VIBE VS hmr

Compare VIBE vs hmr 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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hmr

Project page for End-to-end Recovery of Human Shape and Pose (by akanazawa)
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VIBE hmr
5 1
2,802 1,514
- -
0.0 0.0
about 1 year ago 10 months ago
Python Python
GNU General Public License v3.0 or later GNU General Public License v3.0 or later
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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.

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
    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HMR - https://github.com/akanazawa/hmr SPIN - https://github.com/nkolot/SPIN as very important works (albeit outdated).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 hmr you can also consider the following projects:

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

SPIN - Repository for the paper "Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop"

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

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

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

smplx - SMPL-X

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

tex2shape - This repository contains code corresponding to the paper "Tex2Shape: Detailed Full Human Body Geometry from a Single Image"

VIBE vs video2bvh hmr vs SPIN VIBE vs frankmocap hmr vs SMPL VIBE vs openpose hmr vs smplx VIBE vs mediapipe hmr vs videoavatars VIBE vs AlphaPose hmr vs tex2shape VIBE vs smplx VIBE vs SMPL