Fig. 3

Schematic representation of the 3D Inception module. The activation function, Rectified Linear Unit (ReLU), introduces non-linearity to the model. This non-linearity makes the model capable of learning complex spatio-temporal patterns from the video data, in light of the presence of 3D convolutions