https://github.com/arnoldchrisoduor1/neumoai

Neural Network (AI) that scans lung X-rays to determine presence of Pneumonia
https://github.com/arnoldchrisoduor1/neumoai

fastapi nextjs14 postgres pytorch

Last synced: about 2 months ago
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Neural Network (AI) that scans lung X-rays to determine presence of Pneumonia

• Host: GitHub
• URL: https://github.com/arnoldchrisoduor1/neumoai
• Owner: arnoldchrisoduor1
• Created: 2025-06-09T14:34:31.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2025-06-15T12:06:22.000Z (about 1 year ago)
• Last Synced: 2025-06-15T12:19:42.869Z (about 1 year ago)
• Topics: fastapi, nextjs14, postgres, pytorch
• Language: TypeScript
• Homepage:
• Size: 473 KB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 12
• Metadata Files:
  • Readme: README.md

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README

          
# 🩺 NeumoAI: End-to-End Pneumonia Detection System

[![Netlify Status](https://api.netlify.com/api/v1/badges/YOUR_NETLIFY_BADGE_ID/deploy-status)](https://neumoai.netlify.app/)

[![Twitter](https://img.shields.io/twitter/follow/arnold0duor?style=social)](https://twitter.com/arnold0duor)

[![License](https://img.shields.io/badge/license-MIT-blue)](https://opensource.org/licenses/MIT)

[![FastAPI](https://img.shields.io/badge/backend-FastAPI-%2300C7B7)](https://fastapi.tiangolo.com/)

[![Next.js](https://img.shields.io/badge/frontend-Next.js-black)](https://nextjs.org/)

**A production-grade AI system that detects pneumonia from chest X-rays with 96% accuracy**

🔗 **Live Demo**: [https://neumoai.netlify.app/](https://neumoai.netlify.app/)  

📂 **Kaggle Notebooks**: [Model Evolution Series](https://www.kaggle.com/arnoldoduor)  

🐦 **Twitter**: [@arnold0duor](https://twitter.com/arnold0duor)

![System Architecture Diagram](https://via.placeholder.com/1200x600/0f0c29/FFFFFF?text=NeumoAI+System+Architecture)

---

## 🚀 Getting Started

### Prerequisites

- Python 3.9+

- Node.js 16+

- Docker (for monitoring)

- PostgreSQL (for production)

### 1. Clone Repository

```bash

git clone https://github.com/yourusername/neumoai.git

cd neumoai