Computer Vision for the Humanities: An Introduction to Deep Learning for Image Classification (Part 1)
The Programming Historian(2022)
摘要
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.
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