Cost-Aware Vision--Language Model Arbitration for Fabric Structure Recognition A Deployable Multi-Agent System
A multi-agent system in which a CNN cascade handles the easy majority and a VLM is invoked only as a selective arbiter, constrained to a top-3 taxonomy-consistent choice is presented.
Chen-Wei Wang, Hao-Chen Li, Shuk-Ching Tang et al.
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