Distorted Document Images dataset (DDI-100)

by Ilia ZharikovUnknown

Distorted Document Images dataset (DDI-100)

In order to facilitate a new document recognition research, we introduce a Distorted Document Images dataset (DDI-100). To create the dataset we collected 6658 unique document pages, and extended it by applying different types of distortions and geometric transformations. In total, DDI-100 contains 99870 document images together with text masks, stamp masks, text and character locations in terms of bounding boxes.

Dataset Attributes

Label SVG
TasksText Detection
Label SVG
CategoriesDocuments, Paperwork, Ocr
Label SVG
SensorRGB Camera

Class Labels

alphabetsdigitsstamps