Allen Institute for AI

Pose Estimation

This task is to estimate 2D or 3D human poses from an image or a video. Human poses are often represented as a set of body joint coordinates. Accurate estimation of human poses can help many applications such as action recognition and augmented reality (AR).

Try it for yourself
1. Upload an Image (or choose one from the examples)
Examples...
Image:
Click to upload your own image
2. Run a model

OpenPose

Realtime Multi-Person 2D Pose Estimation using Part Affinity FieldsZhe CaoGines HidalgoTomáš ŠimonShih-En WeiYaser SheikhCVPR2017

A standard bottom-up model that supports real-time multi-person 2D pose estimation. Compared to top-down approaches which detect humans and perform single-person pose estimation for each detection, this model simultaneously detects and associates human body parts with a set of non-parametric limb representations called Part Affinity Fields (PAFs).