Dev Blog

Building Card Prices

Technical deep dives into AI-powered trading card pricing infrastructure
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The Trading Card Identification Problem: A Technical Perspective

An examination of the technical challenges in automated trading card identification — from fine-grained visual classification across 50,000+ variants to condition assessment and cost-effective inference at startup scale.