Geospatial Tracker

A real-time hybrid AI application that tracks live aircraft (OpenSky) and detects vehicles/infrastructure from live DOT traffic cameras using Groq Vision (LLaVA-v1.5-7b) and Sentinel Hub. Open-source backend with FastAPI and a React/Leaflet GUI.

Tech Stack

• Backend: Python 3.11+, FastAPI, Pydantic, httpx, Groq SDK
• Frontend: React 18, Vite, TypeScript, React Leaflet
• Data Sources: OpenSky API, Groq Vision API, Sentinel Hub, public DOT feeds
• Infrastructure: Docker, Docker Compose

Quickstart

Prerequisites

• Docker & Docker Compose
• API Keys: Groq (Free), Sentinel Hub (Free tier)

Setup

1. Clone the repository
2. Fill out .env based on .env.example
3. Run the stack:

docker-compose up --build

4. Access the frontend GUI at http://localhost:5173