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A deep learning approach to fight illicit trafficking of antiquities using artefact instance classification - Scientific Reports

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A deep learning approach to fight illicit trafficking of antiquities using artefact instance classification - Scientific Reports

We approach the task of detecting the illicit movement of cultural heritage from a machine learning perspective by presenting a framework for detecting a known artefact in a new and unseen image. To this end, we explore the machine learning problem of instance classification for large archaeological images datasets, i.e. where each individual object (instance) is itself a class that all of the multiple images of that object belongs.

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A deep learning approach to fight illicit trafficking of antiquities using artefact instance classification - Scientific Reports

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A deep learning approach to fight illicit trafficking of antiquities using artefact instance classification - Scientific Reports

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