Interactively Modify a Deep Learning Network for Transfer Learning

Joe Hicklin, MathWorks

Deep Network Designer is a point-and-click tool for creating or modifying deep neural networks. This video shows how to use the app in a transfer learning workflow. It demonstrates the ease with which you can use the tool to modify the last few layers in the imported network as opposed to modifying the layers in the command line. You can check the modified architecture for errors in connections and property assignments using a network analyzer.

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Access the Food-101 dataset

Series: Deep Neural Networks

3:54

Interactively Build, Visualize, and Edit Deep Learning Networks Explore a step-by-step method for building a version of ResNet-18, a popular pretrained model for deep learning. This video outlines how to check for errors in connections and property assignments using a network analyzer.

2:43

Interactively Modify a Deep Learning Network for Transfer Learning Learn how to use the Deep Network Designer app in a transfer learning workflow. This video demonstrates how to use the app modify the last few layers in the imported network, instead of modifying the layers in the command line.