Playing for fun with OpenPifPaf.
Many image-based perception tasks can be formulated as detecting, associating, and tracking semantic key points, e.g., human body pose estimation and tracking. In this work, we present a general framework that jointly detects and forms spatio-temporal keypoint associations in a single stage, making this the first real-time pose detection and tracking algorithm.
I did not train the model and used a pre-trained model as is.
Article: https://arxiv.org/abs/2103.02440
Code: https://github.com/vita-epfl/openpifpaf