Top Banner
15

Optical Character Recognition for - Aress: Artificial Intelligence · 2019. 9. 25. · Optical Character Recognition for Receipts and Data Extraction RUN INTELLIGENT OCR Processing„_

Oct 16, 2020

Download

Documents

dariahiddleston
Welcome message from author
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
Page 1: Optical Character Recognition for - Aress: Artificial Intelligence · 2019. 9. 25. · Optical Character Recognition for Receipts and Data Extraction RUN INTELLIGENT OCR Processing„_
Page 2: Optical Character Recognition for - Aress: Artificial Intelligence · 2019. 9. 25. · Optical Character Recognition for Receipts and Data Extraction RUN INTELLIGENT OCR Processing„_
Page 3: Optical Character Recognition for - Aress: Artificial Intelligence · 2019. 9. 25. · Optical Character Recognition for Receipts and Data Extraction RUN INTELLIGENT OCR Processing„_

Optical Character Recognition for

Receipts and Data Extraction

With Optical Character Recognition and Text mining using Conventional

Neural Network and Recurrent Neural Network

Page 4: Optical Character Recognition for - Aress: Artificial Intelligence · 2019. 9. 25. · Optical Character Recognition for Receipts and Data Extraction RUN INTELLIGENT OCR Processing„_
Page 5: Optical Character Recognition for - Aress: Artificial Intelligence · 2019. 9. 25. · Optical Character Recognition for Receipts and Data Extraction RUN INTELLIGENT OCR Processing„_
Page 6: Optical Character Recognition for - Aress: Artificial Intelligence · 2019. 9. 25. · Optical Character Recognition for Receipts and Data Extraction RUN INTELLIGENT OCR Processing„_
Page 7: Optical Character Recognition for - Aress: Artificial Intelligence · 2019. 9. 25. · Optical Character Recognition for Receipts and Data Extraction RUN INTELLIGENT OCR Processing„_
Page 8: Optical Character Recognition for - Aress: Artificial Intelligence · 2019. 9. 25. · Optical Character Recognition for Receipts and Data Extraction RUN INTELLIGENT OCR Processing„_
Page 9: Optical Character Recognition for - Aress: Artificial Intelligence · 2019. 9. 25. · Optical Character Recognition for Receipts and Data Extraction RUN INTELLIGENT OCR Processing„_

Batch of Input Dataset All key-value pairs from Input Dataset into one output data

file and dashboard

Download Organized Data

Structured Data in Tabular Format

Scanned Receipts Image

OCRPattern Recognition

and Extraction

Model Architecture

Page 10: Optical Character Recognition for - Aress: Artificial Intelligence · 2019. 9. 25. · Optical Character Recognition for Receipts and Data Extraction RUN INTELLIGENT OCR Processing„_

Input Dataset

Digit Recognition

Word Recognition

Special character

Recognition

Image of the documents

Sub-image of

the documents

Binary Conversion

Neural Network

Recognize Character

Text Documents

Optical Character Recognition

Page 11: Optical Character Recognition for - Aress: Artificial Intelligence · 2019. 9. 25. · Optical Character Recognition for Receipts and Data Extraction RUN INTELLIGENT OCR Processing„_

Text DocumentsText

Preprocessing

Feature recognition and

extraction

Classification of features

Optimization of features

Output in Key-value pairs

Neural Network

NLP Neural Network

Pattern Recognition and Extraction

Page 12: Optical Character Recognition for - Aress: Artificial Intelligence · 2019. 9. 25. · Optical Character Recognition for Receipts and Data Extraction RUN INTELLIGENT OCR Processing„_

Input Sample

Page 13: Optical Character Recognition for - Aress: Artificial Intelligence · 2019. 9. 25. · Optical Character Recognition for Receipts and Data Extraction RUN INTELLIGENT OCR Processing„_

OCR Output

Page 14: Optical Character Recognition for - Aress: Artificial Intelligence · 2019. 9. 25. · Optical Character Recognition for Receipts and Data Extraction RUN INTELLIGENT OCR Processing„_

Model Output

Page 15: Optical Character Recognition for - Aress: Artificial Intelligence · 2019. 9. 25. · Optical Character Recognition for Receipts and Data Extraction RUN INTELLIGENT OCR Processing„_

Thank you for viewing the presentation

about AI powered optical character

recognition for receipts and data extraction

We request you to kindly share the receipts which you

need to get processed by sending an email to

[email protected] and we will get back

to you with our analysis within 4 working hours.