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Peripleo Linked Pasts tutorial
This is a tutorial in mapping cultural heritage and humanities data and making these available on the web using Peripleo software. Delivered as part of the Linked Pasts symposium on 23 Nov 2022, this document was provided as a handout. Peripleo is a prototype application for the discovery and spatial...Rees, Gethin ; Simon, Rainer ; Gadd, Stephen
location, cultural heritage, map, and geography
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Computer Vision for the Humanities: An Introduction to Deep Learning for Image Classification (Part 2)
This is the second of a two-part lesson introducing deep learning based computer vision methods for humanities research. This lesson digs deeper into the details of training a deep learning based computer vision model. It covers some challenges one may face due to the training data used and the importance...Strien, Daniel van ; Beelen, Kaspar ; Wevers, Melvin ; Smits, Thomas ; McDonough, Katherine
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Computer Vision for the Humanities: An Introduction to Deep Learning for Image Classification (Part 1)
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.Strien, Daniel van ; Beelen, Kaspar ; Wevers, Melvin ; Smits, Thomas ; McDonough, Katherine
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