Full Body Pose Estimation for Sports Analysis - Performance

Full Body Pose Estimation for Sports Analysis on NVIDIA ®Jetson™
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Camera Abstraction
Camera Calibration AprilTag Camera Calibration Chessboard Camera Calibration 3D Pose Estimation Pose Representation Skeleton Calibration Temporal Filter Kinematic Fitting Pose Optimization Pose Alignment Pose Correction Performance
Introduction Required Hardware How to Get the Code How to Install the Library How to Use the Library
Getting Started
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Personal Computer

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