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The Top 23 Python Human Pose Estimation Open Source Projects

Open source projects categorized as Python Human Pose Estimation
Categories > Machine Learning > Human Pose Estimation
Paddledetection ⭐ 11,653
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
dependent packages 1total releases 9most recent commit 4 months agopypi paddledet} Downloads
Alphapose ⭐ 7,467
Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
total releases 2most recent commit 4 months ago
Gluon Cv ⭐ 5,422
Gluon CV Toolkit
dependent packages 46total releases 1,535most recent commit a year agopypi gluoncv} Downloads
Realtime_multi Person_pose_estimation ⭐ 5,058
Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)
most recent commit 4 years ago
Mmpose ⭐ 4,587
OpenMMLab Pose Estimation Toolbox and Benchmark.
dependent packages 7total releases 31most recent commit 3 months agopypi mmpose} Downloads
Deeplabcut ⭐ 4,139
Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
dependent packages 13total releases 87most recent commit 3 months agopypi deeplabcut} Downloads
Human Pose Estimation.pytorch ⭐ 2,727
The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"
most recent commit a year ago
Lightglue ⭐ 2,725
LightGlue: Local Feature Matching at Light Speed (ICCV 2023)
most recent commit 3 months ago
Detectron.pytorch ⭐ 2,695
A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.
most recent commit 5 years ago
Hierarchical Localization ⭐ 2,653
Visual localization made easy with hloc
most recent commit 3 months ago
Vibe ⭐ 2,470
Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"
most recent commit a year ago
Blenderproc ⭐ 2,402
A procedural Blender pipeline for photorealistic training image generation
total releases 15most recent commit 3 months ago
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 9total releases 67most recent commit 2 years agopypi pytorchcv} Downloads
Norfair ⭐ 2,168
Lightweight Python library for adding real-time multi-object tracking to any detector.
dependent packages 3total releases 19most recent commit 6 months agopypi norfair} Downloads
Lightweight Human Pose Estimation.pytorch ⭐ 1,973
Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.
total releases 1most recent commit 4 months ago
Ailia Models ⭐ 1,708
The collection of pre-trained, state-of-the-art AI models for ailia SDK
most recent commit 3 months ago
Detrex ⭐ 1,644
detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.
most recent commit 5 months ago
Supergluepretrainednetwork ⭐ 1,632
SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)
most recent commit 2 years ago
Dwpose ⭐ 1,500
"Effective Whole-body Pose Estimation with Two-stages Distillation" (ICCV 2023, CV4Metaverse Workshop)
most recent commit 4 months ago
Icon ⭐ 1,480
[CVPR'22] ICON: Implicit Clothed humans Obtained from Normals
most recent commit 5 months ago
Romp ⭐ 1,166
Monocular, One-stage, Regression of Multiple 3D People and their 3D positions & trajectories in camera & global coordinates. ROMP[ICCV21], BEV[CVPR22], TRACE[CVPR2023]
total releases 21most recent commit 6 months ago
Pypose ⭐ 1,103
A library for differentiable robotics.
total releases 23most recent commit 3 months ago
Openpifpaf ⭐ 1,102
Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.
dependent packages 5total releases 63most recent commit 4 months agopypi openpifpaf} Downloads
The 10 Most Depended On Python Human Pose Estimation Open Source Projects
Gluon Cv ⭐ 5,422
Gluon CV Toolkit
dependent packages 46total releases 1,535latest release February 03, 2023most recent commit a year agopypi gluoncv} Downloads
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 9total releases 67latest release September 21, 2021most recent commit 2 years agopypi pytorchcv} Downloads
Mmpose ⭐ 4,587
OpenMMLab Pose Estimation Toolbox and Benchmark.
dependent packages 7total releases 31latest release October 12, 2023most recent commit 3 months agopypi mmpose} Downloads
Norfair ⭐ 2,168
Lightweight Python library for adding real-time multi-object tracking to any detector.
dependent packages 3total releases 19latest release May 30, 2022most recent commit 6 months agopypi norfair} Downloads
Deepposekit ⭐ 379
a toolkit for pose estimation using deep learning
dependent packages 2total releases 12latest release April 16, 2020most recent commit 2 years agopypi deepposekit} Downloads
Moai ⭐ 47
moai is a PyTorch-based AI Model Development Kit (MDK) created to improve data-driven model workflows, design and reproducibility.
dependent packages 2total releases 40latest release October 05, 2022most recent commit 3 months agopypi moai-mdk} Downloads
Sdfest ⭐ 11
Shape and pose estimation using discretized signed distance fields
dependent packages 1total releases 1latest release July 11, 2022most recent commit a year agopypi sdfest} Downloads
Napari Deeplabcut ⭐ 44
a napari plugin for labeling and refining keypoint data within DeepLabCut projects
dependent packages 1total releases 14latest release October 23, 2023most recent commit 4 months agopypi napari-deeplabcut} Downloads
The 10 Latest Releases In Python Human Pose Estimation Open Source Projects
Blenderproc ⭐ 2,402
A procedural Blender pipeline for photorealistic training image generation
total releases 15latest release December 06, 2023most recent commit 3 months ago
Pose2sim ⭐ 134
Markerless kinematics with any cameras — From 2D Pose estimation to 3D OpenSim motion
total releases 36latest release November 22, 2023most recent commit 3 months ago
Pypose ⭐ 1,103
A library for differentiable robotics.
total releases 23latest release November 07, 2023most recent commit 3 months ago
Napari Deeplabcut ⭐ 44
a napari plugin for labeling and refining keypoint data within DeepLabCut projects
dependent packages 1total releases 14latest release October 23, 2023most recent commit 4 months agopypi napari-deeplabcut} Downloads
Mmpose ⭐ 4,587
OpenMMLab Pose Estimation Toolbox and Benchmark.
dependent packages 7total releases 31latest release October 12, 2023most recent commit 3 months agopypi mmpose} Downloads
Ikomiaapi ⭐ 191
Deploy Computer Vision solutions with a few lines of code.
dependent packages 1total releases 8latest release October 04, 2023most recent commit 5 months agopypi ikomia} Downloads
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