FUNSD

Form Understanding in Noisy Scanned Documents (FUNSD) comprises 199 real, fully annotated, scanned forms. The documents are noisy and vary widely in appearance, making form understanding (FoUn) a challenging task. The proposed dataset can be used for various tasks, including text detection, optical character recognition, spatial layout analysis, and entity labeling/linking.

Source: FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents

Image source: https://guillaumejaume.github.io/FUNSD/