AI-Based Proctoring System for Secure Assessments 🔒

🌟 Features ⚙️ Installation 🏗️ Architecture 🚀 Usage 🤝 Contributing 👥 Community

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Contributing Guide

Please refer to our CONTRIBUTING.md for contribution guidelines.

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📄 Provide Your Feedback or Participate

We value your feedback! Please take a moment to fill out the Google Form and contribute to improving our project.

📋 Google Form - Participate Now!

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🌟 Overview

This project introduces a cutting-edge AI-powered proctoring system designed to maintain fairness, security, and integrity in remote assessments. By leveraging advanced machine learning techniques, this system redefines how online tests are monitored.

🏆 Featured In

📺 Project Demo

Watch our community demo:

🎥 Watch Demo

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🌟 Features

🏗️ Architecture & Design

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Key Features and Uniqueness

Added Features

Gaze Tracker

Priority Areas for Contribution

1. Database Integration

2. Features Integration

3. UI/UX Improvements

4. Features Development

🛣️ Project Roadmap

Phase 1 (Current)

Phase 2 (Upcoming)

Phase 3 (Future)

🔧 Technology Stack

Backend Infrastructure

Frontend Technologies

🚀 Future Improvements

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⚙️ Development Setup

1. Fork the repository.
2. Create a feature branch:

   git checkout -b feature-name
   

3. Commit your changes:

   git commit -m "Add your feature"
   

4. Push to the branch:

   git push origin feature-name
   

5. Open a pull request for review.

Troubleshooting Common Issues

📁 Project Structure

Directory structure:
└── hiteshydv001-guard-ai-designing-remote-proctoring-system/
    ├── README.md
    ├── CONTRIBUTING.md
    ├── FAQ.md
    ├── Procfile
    ├── index.html
    ├── lips_movement_detection.py
    ├── requirements.txt
    ├── requiremnts.txt
    ├── server.py
    ├── GazeTracking/
    │   ├── example.py
    │   ├── requirements.txt
    │   └── gaze_tracking/
    │       ├── __init__.py
    │       ├── calibration.py
    │       ├── eye.py
    │       ├── gaze_tracking.py
    │       ├── pupil.py
    │       └── trained_models/
    │           └── shape_predictor_68_face_landmarks.dat
    ├── Guard-AI_AudioDetection/
    │   ├── README.md
    │   ├── main.py
    │   ├── requirements.txt
    │   ├── .DS_Store
    │   ├── app/
    │   │   ├── __init__.py
    │   │   ├── audio_capture.py
    │   │   ├── noise_reduction.py
    │   │   ├── .DS_Store
    │   │   ├── __pycache__/
    │   │   ├── alerts/
    │   │   │   ├── alert_system.py
    │   │   │   ├── logger.py
    │   │   │   └── __pycache__/
    │   │   └── detection/
    │   │       ├── keyword_detection.py
    │   │       └── __pycache__/
    │   ├── assets/
    │   │   ├── logs/
    │   │   │   └── event_log.json
    │   │   └── samples/
    │   └── tests/
    │       └── test_audio_capture.py
    ├── HeadPoseDetect/
    │   ├── README.md
    │   ├── head_app.py
    │   ├── head_pose_detection.py
    │   └── index2.html
    ├── HeadPoseEstimation/
    │   ├── README.md
    │   ├── anomaly_detection.py
    │   ├── demo.py
    │   ├── face_detection.py
    │   ├── face_landmarker.py
    │   ├── face_landmarker.task
    │   ├── head_pose_estimation.py
    │   ├── requirements.txt
    │   ├── session.py
    │   ├── yolov11n-face.pt
    │   ├── Suspicious Activity/
    │   │   └── User1/
    │   │       ├── 2025-01-08/
    │   │       │   └── 19_54_13/
    │   │       │       ├── logs.json
    │   │       │       └── Captures/
    │   │       │           ├── Frequent Head Movement/
    │   │       │           ├── More than 1 face/
    │   │       │           ├── No face/
    │   │       │           └── Prolonged Looking Away/
    │   │       ├── 2025-01-09/
    │   │       │   ├── 11_30_40/
    │   │       │   │   ├── logs.json
    │   │       │   │   └── Captures/
    │   │       │   │       ├── Frequent Head Movement/
    │   │       │   │       ├── More than 1 face/
    │   │       │   │       ├── No face/
    │   │       │   │       └── Prolonged Looking Away/
    │   │       │   └── 11_38_04/
    │   │       │       ├── logs.json
    │   │       │       └── Captures/
    │   │       │           ├── Frequent Head Movement/
    │   │       │           ├── More than 1 face/
    │   │       │           ├── No face/
    │   │       │           └── Prolonged Looking Away/
    │   │       └── 2025-01-12/
    │   │           └── 22_50_36/
    │   │               ├── logs.json
    │   │               └── Captures/
    │   │                   ├── Frequent Head Movement/
    │   │                   ├── More than 1 face/
    │   │                   └── Prolonged Looking Away/
    │   └── templates/
    │       ├── calibrate.html
    │       ├── hello.html
    │       ├── index.html
    │       ├── proctering_screen.html
    │       └── stop_proctering.html
    ├── demo/
    │   └── Readme.md
    ├── images/
    ├── main-web-vecel/
    │   ├── Readme.md
    │   ├── components.json
    │   ├── middleware.ts
    │   ├── next.config.mjs
    │   ├── package.json
    │   ├── pnpm-lock.yaml
    │   ├── postcss.config.mjs
    │   ├── tailwind.config.ts
    │   ├── tsconfig.json
    │   ├── .env
    │   ├── .eslintrc.json
    │   ├── .gitignore
    │   ├── app/
    │   │   ├── globals.css
    │   │   ├── layout.tsx
    │   │   ├── page.tsx
    │   │   ├── (root)/
    │   │   │   ├── loading.tsx
    │   │   │   ├── candidate/
    │   │   │   │   └── page.tsx
    │   │   │   ├── features/
    │   │   │   │   ├── capture/
    │   │   │   │   │   └── page.tsx
    │   │   │   │   ├── showcase/
    │   │   │   │   │   └── page.tsx
    │   │   │   │   └── trust/
    │   │   │   │       └── page.tsx
    │   │   │   └── proctor/
    │   │   │       └── page.tsx
    │   │   ├── Signin/
    │   │   │   └── [[...sign-in]]/
    │   │   │       └── page.tsx
    │   │   └── Signup/