kapao vs openpifpaf

kapao

KAPAO is an efficient single-stage human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses. (by wmcnally)

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openpifpaf

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

human-pose-estimation keypoint-estimation pose-estimation Computer Vision composite-fields Deep Learning

Source Code

openpifpaf.github.io

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kapao		openpifpaf
	Project
1	Mentions	1
738	Stars	1,127
-	Growth	0.9%
0.0	Activity	4.4
over 1 year ago	Latest Commit	4 months ago
Python	Language	Python
GNU General Public License v3.0 only	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.

kapao

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

[R] Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation
1 project | /r/MachineLearning | 20 Nov 2021

openpifpaf

Posts with mentions or reviews of openpifpaf. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-05-02.

Human Pose Estimation Recommendation
3 projects | /r/computervision | 2 May 2021

OpenPifPaf is decent, easier to install on newer systems than OpenPose imo.

What are some alternatives?

When comparing kapao and openpifpaf 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.

mmpose - OpenMMLab Pose Estimation Toolbox and Benchmark.

yolov3 - YOLOv3 in PyTorch > ONNX > CoreML > TFLite

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

VIBE - Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"

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

IkomiaApi - Deploy Computer Vision solutions with a few lines of code.

tensorflow_Realtime_Multi-Person_Pose_Estimation - Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and fast model based on MobilenetV3

AI-basketball-analysis - :basketball::robot::basketball: AI web app and API to analyze basketball shots and shooting pose.

human-action-classification - This repository allows you to classify 40 different human actions. Pose detection, estimation and classification is also performed. Poses are classified into sitting, upright and lying down.