Generate MATLAB Code from Deep Network Designer

The Deep Network Designer app enables you to generate MATLAB^® code that recreates the network architecture.

• To recreate the layers in your network, including any initial parameters, select Export > Generate Network Code. The app creates a live script and a MAT-file containing the initial parameters (weights and biases) from your network. Run the script to recreate the network layers, including the learnable parameters from the MAT-file. Use this option to preserve the weights if you want to perform transfer learning.

• To recreate just the layers in your network, select Export > Generate Network Code Without Parameters. This network does not contain initial parameters, such as pretrained weights.

Running the generated script returns the network architecture as a dlnetwork object. For an example of training a network exported from Deep Network Designer, see Get Started with Deep Network Designer.

This image shows an example live script generated using Deep Network Designer.