Abstract: Text detection and recognition in natural scene imagery pose formidable challenges due to variations in orientation, distortions, intricate backgrounds, and inconsistent illumination.

Abstract: Large collections of images often contain useful embedded text-such as signs, labels, or handwritten notes-that cannot be searched using traditional visual methods. This work presents a ...

GLM-OCR is a multimodal OCR model for complex document understanding, built on the GLM-V encoder–decoder architecture. It introduces Multi-Token Prediction (MTP) loss and stable full-task ...

Commport and Photon Commerce partner to launch AI-powered Doc2EDI, automating document-to-EDI workflows with unmatched accuracy and speed. TORONTO, ON, CANADA, March ...