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Interactively Build, Visualize, and Edit Deep Learning Networks

From the series: Deep Neural Networks

Joe Hicklin, MathWorks

Deep Network Designer is a point-and-click tool for creating and modifying deep neural networks. This video shows a step-by-step method for building a version of ResNet-18, a popular pretrained model for deep learning. It outlines how to check for errors in connections and property assignments using a network analyzer. The version of ResNet-18 referenced in the video is based on the work in the paper “Hybrid Binary Networks: Optimizing for Accuracy, Efficiency, and Memory”.

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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.
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Interactively Modify a Deep Learning Network for Transfer...
View full series (4 Videos)

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