Idea - FICS

OCR using yolo - To Automatically Extract Data from National Identity Cards

Team and Contact Details

Student Name School Degree Year Email
Arooj LatifElectrical EngineeringUndergraduateFourth[email protected]
....UndergraduateFourth[email protected]
....UndergraduateFourth[email protected]
....UndergraduateFourth[email protected]
....UndergraduateFourth[email protected]

Inter School Idea ? Yes
Do you need expertises from another area: Yes
If Yes please provide details of expertises you need: Scope Experience Management

Idea Details

Idea Name: OCR using yolo - To Automatically Extract Data from National Identity Cards
Slogan: Innovation with Cteativity
Supervisor Name: Dr. Sadaqat Ur Rehman
Supervisor Designation: HEC Approved PhD Supervisor, Assistant Professor
Supervisor School: Other
Supervisor Department: Department of Computer Science
Contact number: +86 13264223717
Email ID: [email protected]
Abstract:
    There is a need to manage customers' documents like ID cards by compiling personal information. The process of managing such large data manually is time-consuming and costly. So, I am trying to solve this problem by automating this process using AI. So, the developed system (application) will take scanned images as input or maybe without scanning as input and provide information about customers.
What is the unmet need in society that your idea will fulfill ?
    I think use of AI in this regard is really helpful due to automation. Because, new technology is used here and so it will save cost, time etc.
Who needs it ? How many would benefit ?
   This could be used in many organizations, and also where we need our ID cards. One thing that I consider a beautiful thing is that the procedure of automation will be same for any of the application similar like that. So, such automation could also be implemented on COVID cards, Credit Cards, etc.
How will the solution works
    First of all, data collection task will be done. Input images used here will be front-side images of identity cards. The main stages of this proposed system are: box location bounded around information (ROI) and data/text recognition using OCR. To speed up the system while maintaining high accuracy for the input image limitations, image processing techniques are used to detect ID cards and locate information bounding boxes.
Who are your competitors ? How is your solution different
    I think there is a need of implementing new technology in positive way. That's why without any danger, I am using this automation for saving cost, time and other factors similar like that. This is an individual Project.
Status: new
Entry Date & Time: 2021-12-24 (1849)