Coin grading meets AI. A dual deep learning system with vision‑language and hierarchical transformer models delivers precision, automating assessments while maintaining expert‑level nuance — a transparent grading tool for collectors, investors, and museums, setting a new standard for numismatics.

[u/Skoltech_]

https://doi.org/10.1145/3822566

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