Transform every entrance with our AI-powered face recognition and sentiment analysis system. Using advanced technology, it identifies guests and gauges their mood in real-time, creating a unique and warm welcome with customizable greetings. With no need for internet and full local control, it keeps your family's moments private while enhancing home life.
Greeter - A Revolutionary AI Face Recognition and Sentiment Analysis Webhook Project
Are you curious about who arrives at your door and what mood they’re in? Greeter is your friendly solution! This innovative project leverages artificial intelligence to distinguish between friends and strangers, as well as analyze emotions—all while giving your family a warm welcome home.
Imagine walking through your door and being greeted by a cheerful LED sign that reflects your mood. With Greeter, each arrival is not just a visit, but a personalized experience enhanced by advanced AI technology. 🎉🤖💡
Key Features
- Targeted Greetings: Identify known individuals and analyze their emotions using integrated AI models.
- User-Friendly Dashboard: Access a live camera feed, activity logs, and person management features all from a web-based interface.
- Emotional Analysis: Capture and interpret emotional states, ensuring warm and appropriate responses to every guest.
System Architecture
Greeter operates locally, requiring no internet connection and ensuring complete privacy—no user tracking or data collection. Users simply add the RTSP stream from their security camera for seamless integration! 🚀
Core Components
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Docker Container
- Effortless Deployment: Deploy with one container, supporting GPU acceleration.
- Real-Time Processing: Utilize YOLO for person detection and DeepFace for facial recognition efficiently.
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AI Models
- YOLO: Expert in person detection.
- DeepFace: Capable of performing face verification and sentiment analysis through multiple methods.
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Local Database Management
- SQLite supports activity logging, face recognition, and profile management.
User Interaction
- Person Management:
- Recognize known individuals with customizable greetings. Keep activity logs and identify emotions effortlessly.
- Unknown Person Handling:
- Capture faces, classify types of visitors, and receive alerts for unrecognized individuals.
Security and Privacy
- Greeter values your privacy, ensuring all processing is local with secure storage of facial data. Users can easily manage system configurations and maintain control without the need for any third-party identifications or subscriptions.
Greeter is not just a project; it's a commitment to enhancing how we greet and perceive our guests, creating a more connected and supportive home environment.
For further details and to explore the functionality, check out the repository on GitHub!