Unstructured data extraction system using multi head attention and a novel language model /

Title

Unstructured data extraction system using multi head attention and a novel language model /

Creator

Paulose, Joy.

Description

Patent Number: 202141056398, Applicant: K. P. Kavitha.
A system 100 for Offline handwritten text recognition (HTR) of a scanned handwritten text input image leveraging Modern Deep Recurrent Neural Network (RNN). System 100 comprises (RNN) is proposed with the help of the present's embodiments disclosure (RNN). A cursive eliminated handwritten text image is mapped to a multi-head attention-based sequence-to-sequence learning applying the beam search technique and employing an RNN-based variable-length encoder-decoder architecture.

Source

https://drive.google.com/file/d/1XgfZYa8TLnvoNTuhS87WtObtmF9TeNlZ/view

Date

2021-05-09

Publisher

Intellectual Property India

Subject

A system 100 for Offline handwritten text recognition (HTR) of a scanned handwritten text input image

Language

English

Type

Patent