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Image Analysis Workshop: Computer Vision for Social Science Research

Python
image analysis
computer vision
This workshop notebook introduces practical image analysis for social science research, including manual preprocessing, similarity and clustering (BoVW), deep learning embeddings (CNN and ViT), classification, object detection, OCR, and image captioning with the Documerica dataset.
Author

prAxIs UBC Team
Kaiyan Zhang

Published

25 March 2026

If you are not redirected automatically, click here to view the Image Analysis Workshop notebook.

  • Creative Commons License. See details.
 

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  • The Praxis Project and UBC are located on the traditional, ancestral and unceded territory of the xʷməθkʷəy̓əm (Musqueam) and Sḵwx̱wú7mesh (Squamish) peoples.