🚀 Omrly – AI-Powered OMR Maker

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📖 Overview

Omrly is an AI-driven platform that transforms handwritten question drafts into structured, randomized OMR sheets, making exam preparation faster, accurate, and cheat-resistant.

Key workflow:

1. Upload handwritten draft → AI uses OCR to extract text.
2. AI cleans and structures questions → exports JSON.
3. Secondary AI generates multiple exam variations → rearranges questions/options.
4. Export print-ready PDFs or digital OMR sheets for online exams.

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✨ Features

• 🖊️ Handwritten Question Recognition (OCR)
• 📝 AI-Powered Text Correction & Structuring
• 🔀 Question & Answer Randomization
• 🖨️ Print-Ready PDF Export
• 💻 Digital OMR Sheet for Online Exams
• 📦 Multiple Exam Versions to Reduce Cheating

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🛠️ Tech Stack

Frontend:

Backend & AI:

Database:

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📝 Requirements & Recommendations

Category	Minimum Requirement	Recommended Setup
OS	Windows 10 / macOS / Linux	Ubuntu 22.04 LTS or macOS Monterey
Python	3.9+	3.11+
Node.js	16+	18+
Frontend	React + Next.js	React 18 + Next 13 + Tailwind CSS
Database	PostgreSQL 13	PostgreSQL 15 with pgAdmin
Browser	Chrome/Firefox latest	Chrome latest
AI Libraries	TensorFlow 2+, OpenCV, pytesseract	TensorFlow 2.12+, OpenCV 4.8+, EasyOCR
PDF Library	reportlab / fpdf2	reportlab latest, fpdf2 latest
Memory	8 GB RAM	16+ GB RAM for faster AI processing

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🚀 Deployment

Quick Start (Local)

1. Clone Repo

git clone https://github.com/YOUR_GITHUB_USERNAME/omrly-ai.git
cd omrly-ai

2. Backend Setup

cd backend
python -m venv venv
source venv/bin/activate   # Linux/macOS
venv\Scripts\activate      # Windows
pip install -r requirements.txt
uvicorn main:app --reload

3. Frontend Setup

cd frontend
npm install
npm run dev

4. Visit http://localhost:3000 to access Omrly.

Deployment Options

• Docker: Use docker-compose up --build (backend + frontend).
• Cloud: Deploy backend on AWS/GCP/Azure; frontend on Vercel/Netlify.

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📊 GitHub Stats

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