Published July 10, 2026 | Version v1
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Image Analysis Workshop: Computer Vision for Social Science Research

Authors/Creators

  • 1. ROR icon University of British Columbia

Description

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.

Files

Files (65.2 MB)

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md5:0cb50394cce1d91ec337735464716bce
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Additional details

Funding

University of British Columbia
Teaching and Learning Enhancement Fund

Software

Repository URL
https://github.com/ubcecon/praxis-ubc/tree/main/project/docs/image_analysis
Programming language
Python
Development Status
Active