3d human pose model

1. What is 3D human pose estimation?
2. What is 3D hand pose estimation?
3. What is 6D pose estimation?
4. What is AlphaPose?

What is 3D human pose estimation?

Three-dimensional (3D) human pose estimation involves estimating the articulated 3D joint locations of a human body from an image or video.

What is 3D hand pose estimation?

Hand pose estimation is the task of finding the joints of the hand from an image or set of video frames.

What is 6D pose estimation?

6D pose estimation is the task of detecting the 6D pose of an object, which include its location and orientation. This is an important task in robotics, where a robotic arm needs to know the location and orientation to detect and move objects in its vicinity successfully.

What is AlphaPose?

AlphaPose is an accurate multi-person pose estimator, which is the first open-source system that achieves 70+ mAP (75 mAP) on COCO dataset and 80+ mAP (82.1 mAP) on MPII dataset. To match poses that correspond to the same person across frames, we also provide an efficient online pose tracker called Pose Flow.