Tanguy Magne

SyntheticDoc: A Large Synthetic Dataset for Document Unwarping and Illumination Correction

Deep learning models have become the standard tool for document rectification and illumination correction, yet their performance is fundamentally bound by their training data. For nearly a decade, the community has heavily relied on Doc3D, a pioneering but increasingly limited document unwarping dataset in terms of sca...