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”.