Top 23 human-pose-estimation Open-Source Projects

• openpose

  36 29,867 5.1 C++

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

  

Project mention: AI "Artists" Are Lazy, and the Ultimate Goal of AI Image Generation (hint: its sloth) | /r/ArtistHate | 2023-11-25

Open Pose, a multi-person keypoint detection library for body, face, hands, and foot estimation [10], is used for posing generated characters;

• PaddleDetection

  7 12,074 6.5 Python

  Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

  

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• AlphaPose

  4 7,716 0.0 Python

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

  

• deep-high-resolution-net.pytorch

  4 4,190 0.0 Cuda

  The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

• VIBE

  5 2,802 0.0 Python

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

• lightweight-human-pose-estimation.pytorch

  2 2,021 0.0 Python

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

• ICON

  6 1,542 4.1 Python

  [CVPR'22] ICON: Implicit Clothed humans Obtained from Normals

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• openpifpaf

  1 1,129 3.6 Python

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

  

• PoseEstimationForMobile

  1 991 0.0 C++

  :dancer: Real-time single person pose estimation for Android and iOS.

• trt_pose

  3 921 0.0 Python

  Real-time pose estimation accelerated with NVIDIA TensorRT

  

• 3DMPPE_POSENET_RELEASE

  1 791 0.0 Python

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

• kapao

  1 741 0.0 Python

  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.

• zed-sdk

  1 710 5.7 C++

  ⚡️The spatial perception framework for rapidly building smart robots and spaces

  

• posenet-python

  1 482 0.0 Python

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

• Lifting-from-the-Deep-release

  2 448 0.0 Python

  Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"

• metrabs

  1 413 3.4 Python

  Estimate absolute 3D human poses from RGB images.

• PeopleSansPeople

  5 294 3.0 C#

  Unity's privacy-preserving human-centric synthetic data generator

  

• AvatarPoser

  3 274 2.8 Python

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

  

• Keypoint_Communities

  1 267 2.6 Python

  [ICCV '21] In this repository you find the code to our paper "Keypoint Communities".

• tensorflow_Realtime_Multi-Person_Pose_Estimation

  1 212 0.0 Jupyter Notebook

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

• IkomiaApi

  7 210 7.8 Python

  Deploy Computer Vision solutions with a few lines of code.

  

Project mention: We re-launched Ikomia open source Computer Vision API: looking for feedback! | /r/computervision | 2023-06-12

Doc: https://ikomia-dev.github.io/python-api-documentation/

• quickpose-ios-sdk

  7 204 7.0 Swift

  Quickly add MediaPipe Pose Estimation and Detection to your iOS app. Enable powerful features in your app powered by the body or hand.

  

Project mention: Show HN: QuickPose – iOS SDK for Pose Estimation and Exercise Tracking | news.ycombinator.com | 2023-08-17

• evopose2d

  1 82 0.0 Python

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

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human-pose-estimation related posts

• [P] Football Player 3D Pose Estimation using YOLOv7

  1 project | /r/MachineLearning | 20 Dec 2022

• Auto tagging Images ( particularly for p0rn ) scene-wise

  2 projects | /r/deeplearning | 1 Oct 2022

• Deadlift videos needed [AI]

  2 projects | /r/powerlifting | 14 Sep 2022

• AvatarPoser - full body pose tracking from nothing but the 6D input of headset and controllers or hands

  2 projects | /r/oculus | 29 Jul 2022

• [D] HRNET- Human Pose Estimation [Implementation]

  1 project | /r/deeplearning | 22 Dec 2021

• Any ghetto Mo'Cap solutions?

  3 projects | /r/gamedev | 13 Oct 2021

• [R] Keypoint Communities

  1 project | /r/MachineLearning | 8 Oct 2021
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