Table 2 Inference speed in frames per second (fps), on a NVIDIA GTX 2080 Ti, for each included model. This is the average speed over processing the 4500 frames of the dataset.
From: Comparison of marker-less 2D image-based methods for infant pose estimation
Model | ViTPose-huge | HRNet-w48 | MediaPipe | OpenPose | Retrained ViTPose | AggPose | AGMA-HRNet48 |
|---|---|---|---|---|---|---|---|
Inference speed | 1 fps | 1.2 fps | 3 fps (CPU) | 11.5 fps | 1.1 fps | 2.7 fps | 3 fps |
