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Jimmy Mendez

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Preprint Aug 2026

Institutional Books - Visual Elements: An open-source pipeline for extracting, classifying, deduplicating, and captioning visual elements from digital book collections

An open-source end-to-end pipeline for detecting, classifying, deduplicating, and captioning visual elements from historical book collections is introduced and an initial dataset of 22.6 million visual elements extracted from the Institutional Books: Harvard Library dataset is released.

Jimmy Mendez, Matteo Cargnelutti, David Lowry-Duda et al. · 0 citations