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https://github.com/louisfernando1204/precensai
precensAI is an AI-driven app for automatic attendance tracking using facial recognition. It ensures real-time detection with anti-spoofing measures, streamlining attendance for classrooms and workplaces. Developed to modernize attendance systems, it was built for AI and tech competitions.
https://github.com/louisfernando1204/precensai
attendance-system blink-detection computer-vision face-recognition mediapipe-facemesh opencv spoofing-detection
Last synced: 20 days ago
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precensAI is an AI-driven app for automatic attendance tracking using facial recognition. It ensures real-time detection with anti-spoofing measures, streamlining attendance for classrooms and workplaces. Developed to modernize attendance systems, it was built for AI and tech competitions.
- Host: GitHub
- URL: https://github.com/louisfernando1204/precensai
- Owner: LouisFernando1204
- Created: 2024-10-08T10:41:57.000Z (about 1 month ago)
- Default Branch: main
- Last Pushed: 2024-10-16T11:22:38.000Z (about 1 month ago)
- Last Synced: 2024-10-19T05:48:49.730Z (about 1 month ago)
- Topics: attendance-system, blink-detection, computer-vision, face-recognition, mediapipe-facemesh, opencv, spoofing-detection
- Language: Python
- Homepage:
- Size: 2.24 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# precensAI: Revolutionizing Attendance with AI! 🤖📋
## ✨ Overview
Welcome to **precensAI**, your cutting-edge AI-powered solution for seamless, automatic attendance using facial recognition technology! 🚀🎓 Whether you're managing a classroom or overseeing a workplace, precensAI offers a fast, secure, and efficient way to track attendance, ensuring accuracy and eliminating the need for manual processes. Say goodbye to traditional roll calls and hello to the future of attendance management! 🕒✅
## 💡 Features
- 🧑💻 **Real-Time Face Recognition**: Detect and log attendance with live facial recognition from a centralized camera.
- 🔐 **Anti-Spoofing Technology**: Protect against fraudulent attempts using advanced liveness detection.
- 📊 **Attendance Reports**: Generate attendance logs and view detailed reports with ease.
- 👁️ **Blink Detection**: Ensure students are present in real-time by requiring blink-based authentication.
- 🛠️ **Customizable Blink Challenge**: Add an extra layer of security by requiring users to complete a blink challenge.
- 💼 **Scalable for Classrooms and Workplaces**: Adaptable for any size, from small groups to large teams or classes.
## 📋 How It Works
1. **Face Detection**: Using a centralized camera, precensAI scans and identifies registered faces in the room.
2. **Real-Time Authentication**: The system verifies authenticity using facial recognition and blink detection to confirm liveness.
3. **Anti-Spoofing Measures**: Advanced technology prevents the use of photos or videos for attendance purposes.
4. **Attendance Log**: Automatically logs attendance data and generates detailed reports for easy tracking and analysis.
## ⚙️ Tech Stack Behind precensAI
- 🔧 **Language**: Python
- 📦 **Face Recognition**: Face Recognition library
- 🔍 **Anti-Spoofing**: MediaPipe from Google
- 🎨 **UI Framework**: Tkinter for desktop GUI
## 🚀 precensAI Insights
- 💻 **Source Code**: [View Code](https://github.com/LouisFernando1204/precensAI)
- 📊 **Presentation**: [View PPT](https://drive.google.com/file/d/1A3uw0_xFyUVWerzfD22JUXZK_Bz6_B-f/view?usp=sharing)
## 🌟 Take a Peek at precensAI in Action! 📸
