UniLipi: A Unified Multi-script OCR for Historical Indic Manuscripts
UniLipi, a unified multi-script OCR model for handwritten Indic manuscripts trained jointly across 13 Indic scripts within a single framework, serves as an effective foundational pretrained model and predicts script identity and per-line native character counts, supporting practical manuscript cataloging workflows.