The identity block is the simplest block in a ResNet. It retains the input dimensions while passing through multiple convolutional layers with a skip connection. The ResNet50 architecture enables ...

This code provides various models combining dilated convolutions with residual networks. Our models can achieve better performance with less parameters than ResNet on image classification and semantic ...

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