README.md

Grades Auto Filler

Image Processing Grades Auto filler Project 😉😉

Table of Content

• Overview
• Get Started
• Graded Sheet Model
  • Overview
  • Flow Diagram
  • Results
• Bubble Sheet Model
  • Overview
  • Flow Diagram
  • Demo Video
  • Results
• Contributors
• License

Overview

• Project Based on Image Processing Techniques
• We have 2 models
  • Graded Sheet Model
  • Bubble Sheet Model
• Project Description

Technology

Get Started

1. Clone the repository
   

   git clone https://github.com/BasmaElhoseny01/Grades-Auto-Filler.git
   

2. Install Packages
   

   pip install -r requirements.txt
   

3. Run the app
   

   python app.py
   

Graded Sheet Model

OverView

• It allows you to fill the grades electronically
• It handles Skewing and orientation
• Printed Student ID is detected using OCR and Feature and execration
• Written Symbols like ✓ & x are detect using HOG feature extractor and predicted using SVM
• Handwritten Code Values are detected using OCR and Feature and execration

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Flow Diagram

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Results

Grade Sheet (1)

Grade Sheet (2)

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Bubble Sheet Model

OverView

• It handles different ink colors
• It allows different formats for the sheet ( but bubbles must be vertically aligned in all formats )
• Differnet number of questions
• Differnet number of choices
• It handles Skewing and orientation
• Printed Student ID is detected using OCR ( ID must be in a box )

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Flow Diagram

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Demo Video

bubble.sheet.demo.video.webm

Backup link : Demo

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Results

Bubble Sheet (1)

Input	Result

Bubble Sheet (2)

Input	Result

Bubble Sheet (3)

Input	Result

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Contributors

Basma Elhoseny

Zeinab Moawad

Eman Shahda

Mustafa Hamzawy

License

This software is licensed under MIT License, See License for more information ©Basma Elhoseny.