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Pose Estimation Python Packages

Python packages with the GitHub topic pose-estimation. Sorted by relevance, with stars and monthly downloads.
ultralytics
ultralytics

Ultralytics YOLO 🚀

10.7M 57K 11K
dmlc
gluoncv

Gluon CV Toolkit

172K 6K 1K
tryolabs
norfair

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

95K 3K 275
open-mmlab
mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

41K 8K 1K
Tau-J
rtmlib

RTMPose series (RTMPose, DWPose, RTMO, RTMW) without mmcv, mmpose, mmdet etc.

33K 573 85
ultralytics
ultralytics-opencv-headless

Ultralytics YOLO 🚀

19K 57K 11K
pypose
pypose

A library for differentiable robotics on manifolds.

19K 2K 124
DeepLabCut
deeplabcut

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

17K 6K 2K
manfredstoiber
stag-python

STag - A Stable, Occlusion-Resistant Fiducial Marker System

14K 32 2
openpifpaf
openpifpaf

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

12K 1K 254
perfanalytics
pose2sim

Markerless kinematics with any cameras — From 2D Pose estimation to 3D OpenSim motion

9K 616 98
CVHub520
x-anylabeling-cvhub

Effortless data labeling with AI support from Segment Anything and other awesome models.

7K 9K 971
Ikomia-dev
ikomia

Deploy Computer Vision solutions with a few lines of code.

6K 244 13
DLR-RM
blenderproc

A procedural Blender pipeline for photorealistic training image generation

6K 4K 508
DeepLabCut
napari-deeplabcut

a napari plugin for labeling and refining keypoint data within DeepLabCut projects

5K 61 28
freemocap
skellytracker

A pose estimation and object detection/tracking backend for freemocap.

5K 19 6
talmolab
sleap

A deep learning framework for multi-animal pose tracking.

5K 577 125
ToppyMicroServices
yolozu

Framework-agnostic vision toolkit for training and evaluation

4K 2 0
davidpagnon
sports2d

Compute 2D human pose and angles from a video or a webcam.

4K 219 35
ultralytics
ultralytics-dev

Ultralytics YOLO 🚀

2K 57K 11K
Tlaloc-Es
aipose

The aipose library provides a simple API for performing human pose estimation in computer vision projects using pre-trained deep learning models built on PyTorch and TensorFlow.

2K 9 0
healthonrails
annolid

An annotation and instance segmentation-based multi-object tracking and behavior analysis package.

2K 56 12
paninski-lab
lightning-pose

Accelerated pose estimation and tracking using semi-supervised learning

2K 298 51
nmichlo
norfair-rs

Fast object tracking library - Rust implementation of norfair

2K 5 1
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