Using Multimodal Machine Learning to Distant View the Illustrated World of the Illustrated London News, 1842-1900

Autor: Smits, Thomas, Lee, Ben, Fyfe, Paul
Přispěvatelé: Scholger, Walter, Vogeler, Georg, Tasovac, Toma, Baillot, Anne, Raunig, Elisabeth, Scholger, Martina, Steiner, Elisabeth, Centre for Information Modelling, Helling, Patrick
Jazyk: angličtina
Rok vydání: 2023
Předmět:
DOI: 10.5281/zenodo.8107671
Popis: This paper applies multimodal machine learning (CLIP) to distant view the Illustrated London News. After extracting a sample of 874 illustrations, we use CLIP to identify maps and images of steamships. Without task- or data-specific training, CLIP can be used to quickly explore and analyze historical visual data at scale.
Databáze: OpenAIRE