Pose Estimation Python Packages

ultralytics

Ultralytics YOLO 🚀

gluoncv

Gluon CV Toolkit

norfair

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

mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

rtmlib

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

ultralytics-opencv-headless

Ultralytics YOLO 🚀

pypose

A library for differentiable robotics on manifolds.

deeplabcut

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

stag-python

STag - A Stable, Occlusion-Resistant Fiducial Marker System

openpifpaf

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

pose2sim

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

x-anylabeling-cvhub

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

ikomia

Deploy Computer Vision solutions with a few lines of code.

blenderproc

A procedural Blender pipeline for photorealistic training image generation

napari-deeplabcut

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

skellytracker

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

sleap

A deep learning framework for multi-animal pose tracking.

yolozu

Framework-agnostic vision toolkit for training and evaluation

sports2d

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

ultralytics-dev

Ultralytics YOLO 🚀

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.

annolid

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

lightning-pose

Accelerated pose estimation and tracking using semi-supervised learning

norfair-rs

Fast object tracking library - Rust implementation of norfair