CleanVision

Multi-Tenant AI-Powered Cleanliness Monitoring Platform for Healthcare Facilities.

Move from guesswork to verified standards with real-time image analysis, multi-tenant role access, and automated alerts.

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⚡ Features & Multi-Role Architecture

• Multi-Tenant Organizations — Platform Admin creates organizations, assigns Supervisors, each supervisor manages Workers, and Patients can request cleaning assistance.
• Server-Side Custom Claims — Role authority and organization scoping are enforced server-side via Firebase Custom Claims and Firestore Security Rules.
• Baseline Architecture — Register a room with a single reference photo stored securely in Firebase Storage.
• Real-time AI Scoring — Upload a photo and receive an immediate 0–100 cleanliness score with a clear status read powered by MobileNetV2.
• Pure Firebase Stack — Fully uses Firebase Auth + Firestore + Firebase Storage. No local disk persistent storage required on Render.

📊 Roles & Permissions

Role	Scope	Key Capabilities
Admin	Platform-Wide	Create organizations, assign Supervisors, view platform stats
Supervisor	One Organization	Manage Workers, manage Rooms, view team reports & cleaning requests
Worker	Assigned Org	Room dashboard, scan flow, history, settings
Patient	Assigned Room/Ward	View ward cleanliness status, submit cleaning requests

🛠 Tech Stack

• Frontend: React 18, TypeScript, Tailwind CSS, Vite, TanStack Query
• Backend: Python, Flask, Firebase Admin SDK
• Database & Storage: Firebase Auth, Firestore, Firebase Storage
• AI/ML: TensorFlow / Keras (MobileNetV2 architecture)

🚀 Quick Start

1. Backend Setup

cd backend
pip install -r requirements.txt
python seed_admin.py --email admin@cleanvision.com
python app.py

2. Frontend Setup

cd frontend
npm install
npm run dev

📄 Maintained By

Maintained by [Organization Name]. Licensed under the MIT License.