This repository hosts the CommonForms dataset, a web-scale dataset for form field detection, introduced in the paper CommonForms: A Large, Diverse Dataset for Form Field Detection.
CommonForms casts the problem of form field detection as object detection: given an image of a page, predict the location and type (Text Input, Choice Button, Signature) of form fields.
Key Features:
Scale: Roughly 55,000 documents comprising… See the full description on the dataset page:
https://huggingface.co/datasets/kurianmelvin/CommonForms.
