Computer Vision Projects with PyTorch: Design and Develop Production-Grade Models

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2022

A. Kulkarni et al.Computer Vision Projects with PyTorchhttps://doi.org/10.1007/978-1-4842-8273-1_6

6. Pose Estimation

Akshay Kulkarni¹  , Adarsha Shivananda² and Nitin Ranjan Sharma³

(1)

Bangalore, Karnataka, India

(2)

Hosanagara tq, Shimoga dt, Karnataka, India

(3)

Bangalore, India

 

Human pose estimation (HPE) is a computer vision task that detects human poses by estimating major keypoints, such as eyes, ears, hands, and legs, in a given frame/video. Figure 6-1 shows an example of human pose estimation in action.

An African-American girl stands with a hairbrush in ...