Home

Awesome

Action Classification

What's this?

A benchmark of video action classification for common CNN architectures. Implemented in PyTorch v1.2, recent version should also work.

Supported networks

Network#parameters (exclude final classifier)
2d3d-ResNet1831.82 M
2d3d-ResNet3460.80 M
2d3d-ResNet5044.74 M
3d-ResNet1833.15 M
3d-ResNet3463.46 M
3d-ResNet5046.14 M
I3D12.29 M
S3D7.910 M
S3D-G9.098 M

Files

Notes

Link