Research Article

[Retracted] Sports Deep Learning Method Based on Cognitive Human Behavior Recognition

Table 1

Summary of comparative model information.

The model nameThe dimensionPut forward the timeCategory

3D-ConvNet3D20133D CNN
C3D3D20153D CNN
Two-stream2D20152D CNN
VideoLSTM2D2016LSTM + attention
Res3D3D20173D ResNet
P3D-A3D20173D ResNet
I3D3D20183D CNN
MiCT-Net2D, 3D20182D CNN + 3D CNN
3D RAN (ResNet-18)3D20193D ResNet + attention