This paper therefore suggests a bidirectional 2D-3D transformation that exchanges 2D and 3D information and utilizes video information to estimate more accurate 3D human pose for human-centered ...

We present SpineTrack, the first comprehensive dataset for 2D spine pose estimation in unconstrained settings, addressing a crucial need in sports analytics, healthcare, and realistic animation.

Overall, Figure 6 effectively illustrates PoseRL-Net's robustness and high accuracy in handling complex human poses, making it suitable for applications in motion analysis and human pose estimation.

Human Pose annotation tool. With this tool it is possible to annotate custom 2D skeletons over images or videos. If 3D skeletons are also available, there is also a 3D visualization ...

7. Matplotlib Matplotlib is another great option for an image processing library. It is especially useful as an image module for working with images in Python, and it includes two specific methods for ...

Learn how to preprocess and augment your pose estimation data using Python code. Find out how to crop, resize, normalize, augment, annotate, encode, load, and visualize your data.