Fig. 2

depicts the Simplified structure of ResNet-18. The dark green blocks represent convolutional layers, light green blocks are batch normalization or ReLU, orange blocks signify max pooling with layer and the grey blocks are FC layer and classification layer. Additionally, each residual layer includes two parallel convolutional layers and an identity shortcut.