Vizionary: See the World Through Words.
Vizionary — High-fidelity image & video narration on minimal CPU.
Launch Live StudioCore Features
Generates contextual sentences from webcam streams, uploaded images, or short video clips—streaming updated descriptions every 10–12 seconds.
Optimized to run on modest infrastructure (2 vCPU, 16 GB RAM) while maintaining fast time-to-first-text.
FastAPI backend, React frontend with WebSocket streaming, plus rate limiting, CORS, and robust error handling.
Easily add multi-language support, domain-specific prompts, or plug into IoT systems and surveillance pipelines.
Why Vizionary?
Vizionary is engineered as a scalable, low-latency web service for real-world deployment where compute is limited but expectations are high. Unlike academic demos, it's built for production with a modular design that helps teams iterate quickly. Swap or fine-tune the Vision Language Model, adjust prompt templates, or attach downstream analytics with ease.
Use Cases
Improve accessibility with live scene narration.
Automate monitoring and alerts in security contexts.
Speed up content production with instant captions.
Run demos in classrooms and developer showcases.