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Physical Sciences and Mathematics Commons™
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Full-Text Articles in Physical Sciences and Mathematics
Ai For Archives: Using Facial Recognition To Enhance Metadata, Rebecca Bakker, Kelley Rowan, Liting Hu, Boyuan Guan, Pinchao Liu, Zhongzhou Li, Ruizhe He, Christine Monge
Ai For Archives: Using Facial Recognition To Enhance Metadata, Rebecca Bakker, Kelley Rowan, Liting Hu, Boyuan Guan, Pinchao Liu, Zhongzhou Li, Ruizhe He, Christine Monge
Works of the FIU Libraries
The goal of this research project was to determine the most effective facial recognition applications that could be implemented into digital archive image collections from libraries, museums, and cultural heritage institutions. Computer scientists and librarians at Florida International University collaborated to conduct qualitative assessments of both face detection and face search using photographs from FIU’s digital collections. Specifically, the facial recognition platforms OpenCV, Face++, and Amazon AWS were analyzed. This project seeks to assist LYRASIS community members who wish to incorporate facial recognition and other artificial intelligence technology into their digital collections and repositories as a method to reduce research …
Adopting Machine Learning At The Fiu Libraries, Jamie Rogers
Adopting Machine Learning At The Fiu Libraries, Jamie Rogers
Works of the FIU Libraries
Over the past five years, the FIU Libraries have developed and implemented various machine learning and AI technologies with the goal of improving discovery and access to materials as well as provide new methods for analysis of content. A sampling of these projects include the development of resource recommendation functionality using machine learning, which is embedded into our digital library system; the use of Microsoft's Cognitive Services AI for transcription of audio files as well as translation of text in over 60 languages; the evaluation of serval AI systems and training data sets for facial recognition in archive photographs; and …