posenet-python vs metrabs

posenet-python

A Python port of Google TensorFlow.js PoseNet (Real-time Human Pose Estimation) (by rwightman)

metrabs

Estimate absolute 3D human poses from RGB images. (by isarandi)

human-pose-estimation Tensorflow2 Deep Learning motion-capture Computer Vision Machine Learning Tensorflow 3d-human-pose

Source Code

arxiv.org

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posenet-python		metrabs
	Project
1	Mentions	1
482	Stars	420
-	Growth	-
0.0	Activity	3.4
over 1 year ago	Latest Commit	20 days ago
Python	Language	Python
Apache License 2.0	License	MIT License

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.

posenet-python

Posts with mentions or reviews of posenet-python. We have used some of these posts to build our list of alternatives and similar projects.

Trying out the Tensorflow.js version of "PoseNet", created by Dan Oved in collaboration with Google Creative Labs. As you can see, the model runs within your browser smoothly and in real-time which is due to the help of hardware-accelerated Tensorflow.js. Visit https://lnkd.in/d4SR7Je
1 project | /r/learnmachinelearning | 19 Jan 2021

rwightman -- posenet-python : is this the tensorflow version for python implementation?

metrabs

Posts with mentions or reviews of metrabs. We have used some of these posts to build our list of alternatives and similar projects.

UE4 Tutorial - AI Motion Capture From a Single Video (updated!)
1 project | /r/unrealengine | 29 Dec 2021

This isn't for blender but you're right there's already lots of open source implementations of AI motion capture that are probably just as good as OPs, here's one I found https://github.com/isarandi/metrabs

What are some alternatives?

When comparing posenet-python and metrabs you can also consider the following projects:

lightweight-human-pose-estimation.pytorch - Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

blender-retarget - Applies animation from one armature to another

openpifpaf - Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.

PyMAF - [ICCV 2021, Oral] PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop

Keras - Deep Learning for humans

yolo-tf2 - yolo(all versions) implementation in keras and tensorflow 2.x

evopose2d - EvoPose2D is a two-stage human pose estimation model that was designed using neuroevolution. It achieves state-of-the-art accuracy on COCO.

Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time

AvatarPoser - Official Code for ECCV 2022 paper "AvatarPoser: Articulated Full-Body Pose Tracking from Sparse Motion Sensing"

3DMPPE_POSENET_RELEASE - Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image", ICCV 2019

HuManiFlow - [CVPR 2023] Code repository for HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation