AI RESEARCH
Embedding Provenance in Computer Vision Datasets with JSON-LD
arXiv CS.LG
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ArXi:2603.27348v1 Announce Type: new With the ubiquity of computer vision in industry, the importance of image provenance is becoming apparent. Provenance provides information about the origin and derivation of some resource, e.g., an image dataset, enabling users to trace data changes to better understand the expected behaviors of downstream models trained on such data. Provenance may also help with data maintenance by ensuring compliance, ing audits and improving reusability.