OCR for Urdu in Nastaleeq font
In the running world,there is growing demand for the software systems to recognize characters in computer system when information is scanned through paper documents as we know that we have number of newspapers and books which are in printed format.These days there is a huge respect in storing the in
Project Title
OCR for Urdu in Nastaleeq font
Project Area of Specialization
Project Summary
In the running world,there is growing demand for the software systems to recognize characters in computer system when information is scanned through paper documents as we know that we have number of newspapers and books which are in printed format.These days there is a huge respect in storing the information available in these paper documents into a computer storage disk and then later re-using this information.OCR for Urdu is aimed at digitizing the hand-printed data and later have the capability to edit the digitized information.
Our project aims at accomplishing the below mentioned features:
- Scanning the image and Segmentation of text.
- Pre-processing the segmented data.
- Recognition of words.
- Creating an editable text file.
- Text to audio conversion for the visually impaired.
- Mobile Application of OCR for android platform.
Project Objectives
The main objectives are:
- Digitizing paper documents.
- Automated Data Entry.
- Assisting the visually impaired.
- Saving time of manually entering printed data onto a computer.
- Saving space as reams of paper documents will be converted to digital text files.
Project Implementation Method
The user, that requires OCR, installs the OCR android application or uses the desktop based software application. He then select an image with urdu text, which needs to be converted into editable text file. After selecting the image, the user can edit the image i.e. crop/rotate etc. Once the image is uploaded, the OCR processes the image and extracts the text from the image. The text is then saved as an editable text file.
Benefits of the Project
- Higher Productivity
- Cost Reduction
- High Accuracy
- Increased Storage Space
- 100% Text-searchable Documents
- Massively Improves Customer Service
- Makes Documents Editable
Technical Details of Final Deliverable
To develop Urdu OCR, we have made use of
SOFTWARE
- Microsoft Windows
- OpenCV
- Tesseract
- Python IDE
- Android OS
- Autodesk Fusion 360
- Android Studio
HARDWARE
- Android based Mobile phone with fair resolution.
- Laptop with Graphic Card.
- Book
- Book Stand
Final Deliverable of the Project
Core Industry
Other Industries
Core Technology
Other Technologies
Sustainable Development Goals
Required Resources
| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| 16 GB RAM | Equipment | 1 | 12000 | 12000 |
| GPU (GTX 1050ti) | Equipment | 1 | 20000 | 20000 |
| SSD (Samsung EVO 860) | Equipment | 2 | 9500 | 19000 |
| Printing of Standee | Miscellaneous | 1 | 800 | 800 |
| Book Stand | Miscellaneous | 2 | 3000 | 6000 |
| Brochures | Miscellaneous | 30 | 50 | 1500 |
| Contact Cards | Miscellaneous | 20 | 20 | 400 |
| Printing of Urdu OCR shirts | Miscellaneous | 2 | 500 | 1000 |
| Total in (Rs) | 60700 |
If you need this project, please contact me on contact@adikhanofficial.com
Neural Language processor based on artificial intelligence
Speech is an effective and natural way for people to interact with applications, complemen...
Artificial Intelligence based Smart traffic monitoring system and auto...
We propose a deep learning model training on GPU nvidea 1060ti 6gb to detect,count vehicle...
Online Vegetables delivery app
Online vegetables buying Project Objectives (less than 2500 characters)
DeepFakes Detection and Prevention Using Blockchain
In recent years, the rise of AI and Deep Learning techniques have not only given a complet...
Robust Attendance System Based on Smart Face Identification RASFI
This project is about the development of Robust Attendance System Based on Smart Face...