Fig. 4
From: Automated strabismus detection and classification using deep learning analysis of facial images

The network structure of ResNet for binary or multi-class classifications is as follows: the ocular regions are provided to the ResNet backbone to extract appropriate features. Depending on the categorization type (binary or multi-class), the last layer of the network consists of either two or eight neurons.