DHP19

Dynamic Vision Sensor 3D Human Pose Dataset

DHP19 is the first human pose dataset with data collected from DVS event cameras.

It has recordings from 4 synchronized 346x260 pixel DVS cameras and marker positions in 3D space from Vicon motion capture system. The files have event streams and 3D positions recorded from 17 subjects each performing 33 movements.

Source: DHP19

Benchmarks

1 Image, 2*2 Stitchi/MPJPE3D 1 Image, 2*2 Stitchi/GFLOPs 1 Image, 2*2 Stitchi/MPJPE2D 1 Image, 2*2 Stitchi/Params (M)3D/MPJPE3D 3D/GFLOPs 3D/MPJPE2D 3D/Params (M)3D Human Pose Estimation/MPJPE3D 3D Human Pose Estimation/GFLOPs 3D Human Pose Estimation/MPJPE2D 3D Human Pose Estimation/Params (M)Pose Estimation/MPJPE3D Pose Estimation/GFLOPs Pose Estimation/MPJPE2D Pose Estimation/Params (M)