{"id":18000228,"url":"https://github.com/louisfernando1204/precensai","last_synced_at":"2026-04-29T09:05:36.341Z","repository":{"id":258214927,"uuid":"869463717","full_name":"LouisFernando1204/precensAI","owner":"LouisFernando1204","description":"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. 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Say goodbye to traditional roll calls and hello to the future of attendance management! 🕒✅\n\n## 💡 Features\n- 🧑‍💻 **Real-Time Face Recognition**: Detect and log attendance with live facial recognition from a centralized camera.\n- 🔐 **Anti-Spoofing Technology**: Protect against fraudulent attempts using advanced liveness detection.\n- 📊 **Attendance Reports**: Generate attendance logs and view detailed reports with ease.\n- 👁️ **Blink Detection**: Ensure students are present in real-time by requiring blink-based authentication.\n- 🛠️ **Customizable Blink Challenge**: Add an extra layer of security by requiring users to complete a blink challenge.\n- 💼 **Scalable for Classrooms and Workplaces**: Adaptable for any size, from small groups to large teams or classes.\n\n## 📋 How It Works\n1. **Face Detection**: Using a centralized camera, precensAI scans and identifies registered faces in the room.\n2. **Real-Time Authentication**: The system verifies authenticity using facial recognition and blink detection to confirm liveness.\n3. **Anti-Spoofing Measures**: Advanced technology prevents the use of photos or videos for attendance purposes.\n4. **Attendance Log**: Automatically logs attendance data and generates detailed reports for easy tracking and analysis.\n\n## ⚙️ Tech Stack Behind precensAI\n- 🔧 **Language**: Python\n- 📦 **Face Recognition**: Face Recognition library\n- 🔍 **Anti-Spoofing**: MediaPipe from Google\n- 🎨 **UI Framework**: Tkinter for desktop GUI\n\n## 🚀 precensAI Insights\n- 💻 **Source Code**: [View Code](https://github.com/LouisFernando1204/precensAI)\n- 📊 **Presentation**: [View PPT](https://drive.google.com/file/d/1A3uw0_xFyUVWerzfD22JUXZK_Bz6_B-f/view?usp=sharing)\n\n## 🌟 Take a Peek at precensAI in Action! 📸\n\u003cdiv style=\"display: grid; grid-template-columns: repeat(2, 1fr); gap: 10px;\"\u003e\n    \u003cimg src=\"https://drive.google.com/uc?id=1YvcH4eAPgqWCXQ8K_STBmT6mnVOChMVg\" alt=\"Screenshot 1\" style=\"width: 70%;\"/\u003e\n    \u003cimg src=\"https://drive.google.com/uc?id=1lq8-oxm-VWPwPxY7T-i67GKQhcoaYHXw\" alt=\"Screenshot 2\" style=\"width: 70%;\"/\u003e\n    \u003cimg src=\"https://drive.google.com/uc?id=1qqSr3zyK-98oU7FMmdAveJV2eBWl6iZN\" alt=\"Screenshot 3\" style=\"width: 70%;\"/\u003e\n    \u003cimg src=\"https://drive.google.com/uc?id=1wtQBIwoL7wD67aLFBf-mHssILBA7K0nn\" alt=\"Screenshot 4\" style=\"width: 70%;\"/\u003e\n\u003c/div\u003e\n\n## 🤝 Contributors\n- 🧑 Louis Fernando : [@LouisFernando1204](https://github.com/LouisFernando1204)\n- 🧑 Yobel Nathaniel Filipus : [@yebology](https://github.com/yebology)\n- 🧑 Joren Alexander Toding : [@jhwrwe](https://github.com/jhwrwe)\n- 🧑 Steven Gonawan : [@xAnonym101](https://github.com/xAnonym101)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flouisfernando1204%2Fprecensai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flouisfernando1204%2Fprecensai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flouisfernando1204%2Fprecensai/lists"}