OdinVision delivers a fully automated 2D backlit machine vision QC system for automotive stamped body panels, replacing slow, error-prone manual inspection for missing holes across multi-surface sheet metal components. Powered by robust blob analysis algorithms, our system reliably detects missing punched holes on automotive metal panels and outputs real-time Pass/Fail signals to PLCs and robotic handling systems. Optimized for high-volume stamping lines serving automotive OEMs and Tier 1 suppliers across North America, this large field-of-view vision solution reduces false reject rates and meets stringent automotive manufacturing quality standards.