Form Based Document Understanding using Sequential Model

Abstract

DocFormer is a teachable transformer-based multi-modular start-to-finish model for various Visual Report Figuring out projects. Additionally, Doc Former facilitates the model's ability to link text and visual tokens by sharing learned spatial across modalities. For the study of various algorithms and computer vision, it is a crucial area of research. Some people fabricate documents and engage in illegal activities because the current document detection system is ineffective. In the proposed system, fake documents can be found in two ways. As the popularity of deep learning technology has grown, document AI, which includes things like document layout analysis, visual information extraction, document visual question answering, document image classification, and so on, has made significant progress in recent years. We are primarily focusing on the factors that contributed to crimes in previous years when it comes to the factors that contribute to the occurrence of crimes, such as the identity of the offender and other factors.