Visualizations of early, mid-level, and late fusion methods. The figure illustrates that early fusion happens at the data input level, before the convolutional layers; mid-level fusion takes place at the feature extraction level, in the middle of the convolutional layers; and late fusion happens at the decision level, after all convolutional layers and before the fully connected and classifier layers.