Table 1 Details of the models.

From: Three-dimensional atrous inception module for crowd behavior classification

Model

#Params

Activation Function

#Input frames

Training

I3D

12.3 M

ReLU50

64

Scratch

X3D

3.0 M

ReLU50 and Swish51

16

Scratch

3D-AIM

12.3 M

Mish52

64

Scratch

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