[new resource]: Creating Deep Convolutional Neural Networks for Image Classification

[charlottejmc]

Title of the resource

Creating Deep Convolutional Neural Networks for Image Classification

Resource type

External Resource

Authors, editors and contributors

Nabeel Siddiqui, Scott Kleinman, Fabian Offert, Melvin Wevers

Topics (keywords)

DH, Open Education, Open Access, Machine Learning

Learning outcomes

After completing this lesson, you will be able to:

• understand how convolutional neural networks function
• train and use them to perform image classification on paintings
• embed a model on live website

Abstract

This lesson provides a beginner-friendly introduction to convolutional neural networks (CNNs) for image classification. The tutorial provides a conceptual understanding of how neural networks work by using Google’s Teachable Machine to train a model on paintings from the ArtUK database. This lesson also demonstrates how to use Javascript to embed the model in a live website.

[VickyGarnett]

Hi Charlotte - these people are all in the system, so you can continue to draft the resource :)