Kompetenzstufe: Fortgeschrittene*r
Sprache: Englisch
Format: Tutorial, Jupyter Notebook, Code
Medientyp: Bildmedien, Interaktive Medien, Textmedien, Code Snippets
Veröffentlichung: 17.08.2022
Modifizert am: 06.08.2025
ID: 
® 10.46430/phen0101
Computer Vision for the Humanities: An Introduction to Deep Learning for Image Classification (Part 1)
Daniel van Strien
, Kaspar Beelen, Melvin Wevers, Thomas Smits, Katherine McDonough
Analyzing
Content Analysis
Machine Learning
Algorithmus
Programmierung
Maschinelles Lernen
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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