PolyOCR-Venus: Unified OCR Foundation Models for Text-Centric Visual Intelligence
This report presents PolyOCR, a family of unified OCR foundation models of varying scales that combines a shared instruction-following framework with a large-scale data engine that converts heterogeneous visual resources into quality-verified OCR supervision.