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848 B
848 B
Image-based Human Body 2D Pose Estimation
Multi-person human pose estimation is defined as the task of detecting the poses (or keypoints) of all people from an input image.
Existing approaches can be categorized into top-down and bottom-up approaches.
Top-down methods (e.g. deeppose) divide the task into two stages: human detection and pose estimation. They perform human detection first, followed by single-person pose estimation given human bounding boxes.
Bottom-up approaches (e.g. AE) first detect all the keypoints and then group/associate them into person instances.
Data preparation
Please follow DATA Preparation to prepare data.
Demo
Please follow Demo to run demos.
