HourGlass_torch

Use pythorch to implement a hourglass model of human pose detection.

About models

• 2 nets available, 'hourglass'¹, and 'hourglass2'².
• Use MPII Human Pose as dataset. Need to download the images and save them in the folder named 'mpii_human_pose_v1', download the annotations json file and save it named 'mpii_annotations.json' in root folder of the project.

Rnference

• 1. https://github.com/bearpaw/pytorch-pose
• 2. MULTI-SCALE SUPERVISED NETWORK FOR HUMAN POSE ESTIMATION
• 3. Deep Residual Learning for Image Recognition

Result Example Pictures