FunctionalXFunctionalHealth
HackWarz · 2026

FunctionalHealth

AIAccessibilityHealthcareFastAPIGeminiMediaPipe

About Project

AI Accessibility Hub Built for Hackwarz 2K26 under Theme 5 (AI for Accessibility, Healthcare & Well-Being), AI Accessibility Hub brings together three AI-powered services into a single Firebase-authenticated platform to enhance accessibility, mental well-being, and early healthcare support. Key Features -FunctionalAccess: Provides real-time sign language recognition and speech-to-text translation, enabling seamless and accessible communication. -Aurora: An AI-powered chatbot with voice analysis capabilities that offers mental health support and detects stress through conversational interactions. -FunctionalDetect: Performs AI-assisted early disease detection by analyzing images captured from a smartphone using generative AI. Technical Deep Dive -Accessibility Module: FunctionalAccess is developed using React and FastAPI, with MediaPipe enabling real-time hand tracking and gesture recognition. -AI Mental Health Assistant: Aurora is built with Vite and integrates the Gemini API for intelligent conversations and voice-based stress analysis. -AI Disease Detection: FunctionalDetect utilizes the Gemini API to perform image-based diagnostic inference from user-uploaded photos. -Unified Platform: All three services are integrated through a shared React frontend with Firebase Authentication, providing a secure and seamless user experience across the entire hub.