Learning 3D Human Pose Estimation from Dozens of Datasets by Bridging Skeleton Formats (WACV'23)

[@alexanderokak5112]

Very good work

[@user-er5bx4ev3f]

Really impressive result! Is this model able to perform in real-time ?

[@Istvan_Sarandi]

Yes, depending on the number of people. Up to about 3 people, the model with the smaller backbone can run in real-time. The large backbone version should be around real-time for a single person or slighlty below, depending on how beefy the GPU is.

[@Noah-gw9cg]

Great stuff! Would something similar work for 2d keypoints?

[@Istvan_Sarandi]

In principle yes, but the inconsistent predictions for different skeletons was a more prominent effect for the depth coordinates. The XY coords were quite good even in the baseline of learning separate output heads for each skeleton.