Pose Estimation Python Packages

ultralytics

Ultralytics YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

norfair

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

rtmlib

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

gluoncv

Gluon CV Toolkit

mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

ultralytics-opencv-headless

Ultralytics YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

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

x-anylabeling-cvhub

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

napari-deeplabcut

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

pose2sim

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

blenderproc

A procedural Blender pipeline for photorealistic training image generation

openpifpaf

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

sleap

A deep learning framework for multi-animal pose tracking.

stag-python

Python Package for STag - A Stable, Occlusion-Resistant Fiducial Marker System

wifi-densepose

π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video.

py-soma-x

SOMA: Unifying Parametric Human Body Models

ruview

π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video.

sports2d

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

skellytracker

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

yolozu

Framework-agnostic vision toolkit for training and evaluation

lightning-pose

Accelerated pose estimation and tracking using semi-supervised learning

annolid

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

ikomia

Deploy Computer Vision solutions with a few lines of code.