Full Body Pose Estimation for Sports Analysis - Performance

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PC (Stage I)

The estimator was tested in two computers: one with GPU and another without it. The PCs have the following characteristics:

PC with GPU PC with CPU only
CPU Intel i7-9750H Intel i7-4710HQ
GPU NVIDIA GTX 1660 Ti 1536 CUDA cores -

The following table shows the frames per second, the CPU/GPU usage, and the consumed power for both computers:

PC with GPU PC with CPU only
FPS 9.66 0.13
CPU [%] 28.80 79.88
GPU [%] 25.42 -
PWR [W] 82.52 24.13

PC (Stage II)

TX2 (Stage II)

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