Top 23 pose-estimation Open-Source Projects

• openpose

  36 29,802 5.2 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;

• AlphaPose

  4 7,692 0.0 Python

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

  

• InfluxDB

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• gluon-cv

  1 5,751 1.8 Python

  Gluon CV Toolkit

  

• kalidokit

  14 5,190 1.5 TypeScript

  Blendshape and kinematics calculator for Mediapipe/Tensorflow.js Face, Eyes, Pose, and Finger tracking models.

• mmpose

  31 4,937 8.4 Python

  OpenMMLab Pose Estimation Toolbox and Benchmark.

  

• DeepLabCut

  12 4,269 8.7 Python

  Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

  

• SuperGluePretrainedNetwork

  5 2,906 0.0 Python

  SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

  

• WorkOS

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• Hierarchical-Localization

  5 2,801 7.0 Python

  Visual localization made easy with hloc

  

• BlenderProc

  15 2,516 8.5 Python

  A procedural Blender pipeline for photorealistic training image generation

  

• norfair

  4 2,280 7.2 Python

  Lightweight Python library for adding real-time multi-object tracking to any detector.

  

  Project mention: Seeking Efficient Video Object Tracking and or Video Segmentation Software for Research | /r/computervision | 2023-12-07

  If you're familiar with Python you can try using Norfair. It's a lightweight Python library for adding real-time multi-object tracking to any detector. There are lots of examples for you to try, they mostly differ on the object detector.

• LoFTR

  1 2,055 1.9 Jupyter Notebook

  Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021, T-PAMI 2022

  

• lightweight-human-pose-estimation.pytorch

  2 2,017 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.

• pytorch-openpose

  1 1,877 10.0 Jupyter Notebook

  pytorch implementation of openpose including Hand and Body Pose Estimation.

• DWPose

  3 1,850 7.4 Python

  "Effective Whole-body Pose Estimation with Two-stages Distillation" (ICCV 2023, CV4Metaverse Workshop)

  

  Project mention: Solving "Filename too long" error when installing DW Pose in Automatic 1111 Stable Diffusion Web UI | /r/StableDiffusion | 2023-12-06

  If you want to install DW Pose in the Stable Diffusion Web UI (Extensions > Install from URL: https://github.com/IDEA-Research/DWPose.git) on Windows, you could be facing some issue as the Git project contains long path names. This error is not systematic as it depends on where you have installed the Automatic 1111 Stable Diffusion Web UI.

• detrex

  4 1,807 7.2 Python

  detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.

  

• ailia-models

  4 1,799 9.8 Python

  The collection of pre-trained, state-of-the-art AI models for ailia SDK

  

• ICON

  6 1,540 4.1 Python

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

  Project mention: ControlNet fully integrated with Blender using nodes! | /r/StableDiffusion | 2023-04-23

• ROMP

  1 1,266 7.6 Python

  Monocular, One-stage, Regression of Multiple 3D People and their 3D positions & trajectories in camera & global coordinates. ROMP[ICCV21], BEV[CVPR22], TRACE[CVPR2023] (by Arthur151)

  Project mention: Meet TRACE: A New AI Approach for Accurate 3D Human Pose and Shape Estimation with Global Coordinate Tracking | /r/machinelearningnews | 2023-06-21

  Github: https://github.com/Arthur151/ROMP

• openpifpaf

  1 1,125 4.4 Python

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

  

• Awesome-Implicit-NeRF-Robotics

  1 1,106 6.2

  A comprehensive list of Implicit Representations and NeRF papers relating to Robotics/RL domain, including papers, codes, and related websites

• EPro-PnP

  1 1,042 3.5 Python

  [CVPR 2022 Oral, Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation

  

• PoseEstimationForMobile

  1 991 0.0 C++

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

• AI-basketball-analysis

  12 922 0.0 Python

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

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pose-estimation related posts

• Solving "Filename too long" error when installing DW Pose in Automatic 1111 Stable Diffusion Web UI
  1 project | /r/StableDiffusion | 6 Dec 2023
• How to Resolve DWPose/Onnxruntime Warning (or How to Run Multiple CUDA Versions Side-by-Side)
  1 project | /r/comfyui | 27 Nov 2023
• DeepVoxels: Learning Persistent 3D Feature Embeddings
  3 projects | /r/LearningMachines | 27 Jul 2023
• AQuaMaM: An Autoregressive, Quaternion Manifold Model for Rapidly Estimating Complex SO(3) Distributions
  1 project | /r/LearningMachines | 8 Jul 2023
• Offline Body Movement Analysis in the Browser
  1 project | /r/deeplearning | 28 Mar 2023
• Offline Body Movement Analysis with React
  1 project | /r/reactjs | 28 Mar 2023
• Offline Body Movement Analysis in the Browser
  1 project | /r/opensource | 27 Mar 2023
• A note from our sponsor - SaaSHub
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