BasedHardware/OpenGlass
OpenGlass
OpenGlass ist ein Framework für KI-gestützte Smart Glasses und ein Mikrocontroller-Hardwareprojekt, das darauf ausgelegt ist, Standardbrillen in Wearables mit Computer-Vision-Funktionen zu verwandeln. Es bietet ein System zur Integration von Wearable-Kamerasensoren mit multimodaler KI, um visuelle Daten in Echtzeit zu verarbeiten.
Das Projekt ermöglicht die Entwicklung KI-gestützter Brillen, die Personen und Objekte identifizieren, visuellen Text übersetzen und Lebensereignisse aufzeichnen können. Es verbindet handelsübliche elektronische Komponenten mit mobiler Software und Large Language Models für die visuelle Analyse.
Das System deckt eine Reihe von Funktionen ab, einschließlich der Verarbeitung visueller Echtzeit-Streams und der Projektion auf ein Head-up-Display. Es nutzt eine Kombination aus mikrocontrollerbasierter Hardware-Schnittstellen, drahtlosen Befehlsprotokollen und mobiler App-Orchestrierung, um den Datenfluss zwischen dem Wearable und der cloudbasierten Vision-Inferenz zu verwalten.
Features
- Wearable AI Platforms - Provides a platform that integrates wearable hardware, real-time sensing, and LLMs for AI-powered glasses.
- Microcontroller AI Frameworks - Acts as a framework for integrating large language models with microcontroller-based wearable hardware.
- Visual Stream Processing - Processes real-time visual streams from a wearable camera for immediate AI analysis.
- Multimodal Model Integrations - Integrates wearable camera sensors with multimodal models to perform visual analysis and translation.
- Real-Time Vision Classifications - Implements real-time vision classification of objects and text on a wearable device.
- Microcontroller Hardware Interfaces - Connects camera and display modules to a microcontroller to manage power and data flow.
- Smart Glasses Integration - Integrates AI and hardware components to build a functional wearable head-mounted display.
- Mobile Orchestration - Uses a smartphone app to route data between wearable hardware and cloud AI services.
- Heads-Up Displays - Implements a head-up display that projects processed information onto a lens screen for the user.
- Cloud-Based Image and Text Analysis - Provides cloud-based image and text analysis using remote LLMs for object identification and translation.
- Real-Time Object Detection - Identifies and tracks objects and people in real time from a wearable video feed.
- Episodic Event Recording - Captures and processes chronological visual events to record daily life experiences.
- Image Text Translators - Extracts and translates foreign text captured through the wearable camera.
- Visual Object Recognizers - Identifies real-world objects and people using visual object recognition capabilities.
- Hardware and Wearables - Provides a blueprint for building AI-powered wearable glasses for recording and processing visual information.
- Hardware Projects - Serves as an open-source hardware project for building smart glasses from off-the-shelf electronics.
- Translated Text Injectors - Processes and translates text captured via wearable lenses in real time.
- Low-Power Wireless Connectivity - Implements low-power wireless connectivity to transmit commands between the glasses and a mobile device.
