Adil Khan 11 months ago
AdiKhanOfficial #FYP Ideas

Text Extraction From Natural Scene

In this project "Text Extraction From Natural Scene", we can use filteration techniques to make text more visible and then we have to use training models that tells us the accuracy of model that which image can detect texts more precisely.

Project Title

Text Extraction From Natural Scene

Project Area of Specialization

Computer Science

Project Summary

In this project "Text Extraction From Natural Scene", we can use filteration techniques to make text more visible and then we have to use training models that tells us the accuracy of model that which image can detect texts more precisely.

Project Objectives

Our main objective is to check the accuracy between two models that which one gives better result.

Project Implementation Method

For the implementation of this project, i used python language with OpenCV library for image processing and training models as Pytesseract and EasyOCR.

Benefits of the Project

This project is basically research based, with two models showing accuracy, at the end it gives you result in the form of text. The image you imported, texts inside it will be converted into editable form.

Technical Details of Final Deliverable

This project basically allows the user to convert the image text into editable form. But if the image has no clear texts, then it allows us to use filteration techniques and then go through detection and extraction processes to give us text result.

Final Deliverable of the Project

Software System

Core Industry

IT

Other Industries

Others

Core Technology

Artificial Intelligence(AI)

Other Technologies

Others

Sustainable Development Goals

Quality Education

Required Resources

Item Name Type No. of Units Per Unit Cost (in Rs) Total (in Rs)
Total in (Rs) 0
If you need this project, please contact me on contact@adikhanofficial.com
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