An open-source initiative to transform remote assessment integrity using cutting-edge AI technology.
🌟 Features ⚙️ Installation 🏗️ Architecture 🚀 Usage 🤝 Contributing 👥 Community
Please refer to our CONTRIBUTING.md for contribution guidelines.
We value your feedback! Please take a moment to fill out the Google Form and contribute to improving our project.
📋 Google Form - Participate Now!
| 🌟 Stars | 🍴 Forks | 🐛 Issues | 🔔 Open PRs | 🔕 Close PRs |
 |
 |
 |
 |
 |
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.
 |
Social Winter Of Code | Social Winter of Code is an initiative to introduce students to the open-source world, fostering collaboration and development. |
 |
Delta Winter Of Code | Delta Winter of Code empowers students by providing opportunities to contribute to meaningful open-source projects and grow their skills. |
 |
JWOC Winter of Code | JWoC provides a fully immersive learning experience for students and first-time contributors by promoting the wonders of open-source software and crafting a community of new and experienced technical developers. The best projects are selected for this program. Students get acquainted with the projects from the mentors during the Community Bonding Period. Students work on these projects during the coding phase. At the end of the coding period, the winners of the programs are announced on the basis of their contribution in terms of quantity as well as quality. |
Watch our community demo:
|
|
|
|
-
Database Integration
-
Features Integration
-
UI/UX Improvements
-
Features Development
|
|
- Fork the repository.
- Create a feature branch:
git checkout -b feature-name
- Commit your changes:
git commit -m "Add your feature" - Push to the branch:
git push origin feature-name
- Open a pull request for review.
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/
│ │ └── [[...sign-up]]/
│ │ └── page.tsx
│ ├── components/
│ │ ├── icons/
│ │ │ ├── discord-icon.tsx
│ │ │ ├── github-icon.tsx
│ │ │ ├── linkedin-icon.tsx
│ │ │ └── x-icon.tsx
│ │ ├── layout/
│ │ │ ├── navbar.tsx
│ │ │ ├── tabswitchpopup.tsx
│ │ │ ├── theme-provider.tsx
│ │ │ ├── toogle-theme.tsx
│ │ │ ├── usealert.tsx
│ │ │ └── sections/
│ │ │ ├── benefits.tsx
│ │ │ ├── community.tsx
│ │ │ ├── contact.tsx
│ │ │ ├── faq.tsx
│ │ │ ├── features.tsx
│ │ │ ├── footer.tsx
│ │ │ ├── hero.tsx
│ │ │ ├── pricing.tsx
│ │ │ ├── services.tsx
│ │ │ ├── sponsors.tsx
│ │ │ ├── team.tsx
│ │ │ └── testimonial.tsx
│ │ └── ui/
│ │ ├── accordion.tsx
│ │ ├── alert-dialog.tsx
│ │ ├── alert.tsx
│ │ ├── animation-container.tsx
│ │ ├── avatar.tsx
│ │ ├── badge.tsx
│ │ ├── button.tsx
│ │ ├── card.tsx
│ │ ├── carousel.tsx
│ │ ├── collapsible.tsx
│ │ ├── dialog.tsx
│ │ ├── dropdown-menu.tsx
│ │ ├── form.tsx
│ │ ├── icon.tsx
│ │ ├── input.tsx
│ │ ├── label.tsx
│ │ ├── navigation-menu.tsx
│ │ ├── placeholder.tsx
│ │ ├── popover.tsx
│ │ ├── progress.tsx
│ │ ├── scroll-area.tsx
│ │ ├── select.tsx
│ │ ├── separator.tsx
│ │ ├── sheet.tsx
│ │ ├── skeleton.tsx
│ │ ├── slider.tsx
│ │ ├── switch.tsx
│ │ ├── table.tsx
│ │ ├── tabs.tsx
│ │ ├── textarea.tsx
│ │ ├── toast.tsx
│ │ ├── toaster.tsx
│ │ └── tooltip.tsx
│ ├── hooks/
│ │ └── use-toast.ts
│ ├── lib/
│ │ └── utils.ts
│ ├── public/
│ │ ├── proctor-animation.json
│ │ ├── s1.json
│ │ ├── s2.json
│ │ ├── security-dark.json
│ │ └── security-light.json
│ └── .vscode/
│ └── settings.json
├── project-static-info-website/
│ ├── Readme.md
│ ├── css/
│ │ └── styles.css
│ ├── img/
│ ├── js/
│ │ └── main.js
│ └── scss/
│ └── styles.scss
└── .github/
├── ISSUE_TEMPLATE/
│ ├── bug_report.md
│ ├── custom.md
│ └── feature_request.md
└── workflows/
└── static.yml
We warmly welcome contributions from developers of all skill levels! Here's how you can help:
graph TD
A[Fork Repository] --> B[Create Branch]
B --> C[Make Changes]
C --> D[Commit Changes]
D --> E[Push to Branch]
E --> F[Create Pull Request]
- Look for issues tagged with
good-first-issue - Join our community discussions for guidance
- 💬 Join our Discord Server
- 🔗 Connect on LinkedIn
- 🐦 Follow us on Twitter
- 📧 Contact maintainers: [email protected]
Thanks to these wonderful people:
This project is licensed under the MIT License - see the LICENSE file for details.
- All our amazing contributors
- Social Winter of Code for selecting our project
- FastAPI
Made with ❤️ by the Guard AI Community