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NeurASSURE

EEG-powered hallucination detection and reality grounding for schizophrenia patients.

When the EEG detects hallucination-associated brainwave patterns, a camera scans the environment, AI describes what's actually there in calming language, and text-to-speech speaks it aloud — helping the patient distinguish hallucination from reality.


Tech Stack

Layer Tool
EEG Hardware Emotiv EPOC X (14-channel)
EEG API Emotiv Cortex 2 (WebSocket JSON-RPC)
Computer Vision YOLOv8 Nano
AI Narration Gemini 2.5 Flash
Text-to-Speech ElevenLabs
Backend FastAPI + WebSockets
Frontend Next.js 14 + Tailwind + Recharts

Quick Start

See docs/SETUP.md for full instructions.

# Backend
cd backend && pip install -r requirements.txt
uvicorn main:app --reload

# Frontend
cd frontend && npm install && npm run dev

Demo

See docs/DEMO_SCRIPT.md.

Use the Demo Mode button on the dashboard to simulate escalating EEG metrics and trigger the full pipeline without requiring a real hallucination event.


Hack the Bay 2026 — Health Track

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A project for Hack The Bay 2026, it detects the hallucination of the user with Emotiv Epoc X and an AI agent will scan the area using Camera API to detect threats

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