Image to text converter in java

 

Image to text converter

 

 PROJECT ID: JAVA18

 

PROJECT NAME: Image to text converter

 

PROJECT CATEGORY: MCA / BCA / BCCA / MCM / POLY / ENGINEERING

 

PROJECT ABSTRACT:

Tesseract OCR is an optical character reading engine developed by HP laboratories in 1985 and open sourced in 2005. Since 2006 it is developed by Google. Tesseract has Unicode (UTF-8) support and can recognize more than 100 languages “out of the box” and thus can be used for building different language scanning software also. Latest Tesseract version is Tesseract 4. It adds a new neural net (LSTM) based OCR engine which is focused on line recognition but also still supports the legacy Tesseract OCR engine which works by recognizing character patterns.

Pre-process image data, for example: convert to gray scale, smooth, de-skew, filter.

Detect lines, words and characters.

Produce ranked list of candidate characters based on trained data set. (here the setDataPath() method is used for setting path of trainer data)

Post process recognized characters, choose best characters based on confidence from previous step and language data. Language data includes dictionary, grammar rules, etc.

Advantages

The advantages of OCR are numerous, but namely:

1.      it increases the efficiency and effectiveness of office work

2.      The ability to instantly search through content is immensely useful, especially in an office setting that has to deal with high volume scanning or high document inflow.

3.      OCR is quick ensuring the document’s content remains intact while saving time as well.

4.      Workflow is increased since employees no longer have to waste time on manual labour and can work quicker and more efficiently.

Disadvantages

1.      The OCR is limited to language recognition.

2.      There is lot of effort that is required to make trainer data of different languages and implement that.

3.      One also need to do extra work on image processing as it is the most essential part that really matters when it comes to the performance of OCR.

4.      After doing such a great amount of work, no OCR can offer an accuracy of 100% and even after OCR we have to determine the unrecognized character by neighbouring methods of machine learning or manually correct it.

SOFTWARE REQUIREMENTS:

FRONT END: HTML, JAVA SCRIPT

Technologies: CORE JAVA

DATABASE: SQL

Operating System: Windows XP/7/8/10

HARDWARE REQUIREMENTS:

Processor: Intel Pentium based system 

Processor speed:  250 MHz to 833MHz 

RAM SPEED:  1GB 

 

TABLE OF CONTENTS

·        Title Page      

·        Declaration

·        Certification Page

·        Dedication

·        Acknowledgements

·        Table of Contents

·        List of Tables

·        Abstract

 

CHAPTER SCHEME

CHAPTER ONE: INTRODUCTION

CHAPTER TWO: OBJECTIVES

CHAPTER THREE: PRELIMINARY SYSTEM ANALYSIS

·        Preliminary Investigation

·        Present System in Use

·        Flaws In Present System

·        Need Of New System

·        Feasibility Study

·        Project  Category

CHAPTER FOUR: SOFTWARE ENGINEERING AND PARADIGM APPLIED   

·        Modules

·        System / Module Chart

CHAPTER FIVE: SOFTWARE AND HARDWARE REQUIREMENT

CHAPTER SIX: DETAIL SYSTEM ANALYSIS

·        Data Flow Diagram

·        Number of modules and Process Logic

·        Data Structures  and Tables

·        Entity- Relationship Diagram

·        System Design

·        Form Design 

·        Source Code

·        Input Screen and Output Screen

CHAPTER SEVEN: TESTING AND VALIDATION CHECK

CHAPTER EIGHT: SYSTEM SECURITY MEASURES

CHAPTER NINE: IMPLEMENTATION, EVALUATION & MAINTENANCE

CHAPTER TEN: FUTURE SCOPE OF THE PROJECT

CHAPTER ELEVEN: SUGGESTION AND CONCLUSION

CHAPTER TWELE: BIBLIOGRAPHY& REFERENCES          

Other Information

 

PROJECT SOFWARE	ZIP
PROJECT REPORT PAGE	60 -80 Pages
CAN BE USED IN	Marketing (MBA)
PROJECT COST	1500/- Only
PDF SYNOPSIS COST	250/- Only
PPT PROJECT COST	300/- Only
PROJECT WITH SPIRAL BINDING	1750/- Only
PROJECT WITH HARD BINDING	1850/- Only
TOTAL COST (SYNOPSIS, SOFTCOPY, HARDBOOK, and SOFTWARE, PPT)	2500/- Only
DELIVERY TIME	1 OR 2 Days (In case Urgent Call: 8830288685)
SUPPORT / QUERY
CALL	8830288685
Email	help@projectsready.in
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