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Sort Images Innovation for Effective Data Exploration and Analysis

Utilize ML, NLP, handwriting recognition, and label-finding to sort images based on collector, country, place, language, and researcher. Enhance human learning and preferences through organized datasets, benefiting transcription speed and accuracy. Stay updated with new parsing tools for OCR outputs.

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Sort Images Innovation for Effective Data Exploration and Analysis

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  1. Explore the data…SORT! • SORT images: • ML, NLP, handwriting, label-finding, sort (collector, country, place, language, researcher) • set creation takes advantage of • human learning (mastery) • geography, handwriting, morphology • human preferences (autonomy, purpose) • humans are in-the-digitization-loop • faster transcription with ordered datasets (RBGE) • humans like ordered datasets (RBGE) • transcription 30 % faster than typing alone (SALIX) • PARSE getting better, share algorithms! • label type dependent • New Tool for parsing output of OCR output coming. iDigBio aOCR wg MaCC TCN SALIX Deb Paul, iDigBio aOCR WG

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