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Computer Vision for the Humanities: An Introduction to Deep Learning for Image Classification (Part 1)

Research output: Contribution to Journal/MagazineJournal articlepeer-review

<mark>Journal publication date</mark>17/08/2022
<mark>Journal</mark>Programming Historian
Publication StatusPublished
<mark>Original language</mark>English


This is the first of a two-part lesson introducing deep learning based computer vision methods for humanities research. Using a dataset of historical newspaper advertisements and the fastai Python library, the lesson walks through the pipeline of training a computer vision model to perform image classification.