However, pose estimation is challenging due to variations in human body shapes, poses, and environmental conditions. In this project, we aim to develop a human pose estimation model using deep ...

We propose a strategy to detect 3D pose for multiple ... in a frame. COCO Human Keypoint Challenge dataset has been used to train the system to find the posture and stick-figure from image or video.

First, a Convolutional Neural Network (CNN) that regresses 2D and 3D joint locations under the defined conditions of monocular image captured. It is trained on annotated 3D human pose datasets using ...