---
title: EAGLEAI
emoji: 🔥
colorFrom: indigo
colorTo: gray
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: false
license: mit
short_description: agentic AI for NASA
---

# GHOST AI: EAGLE MOON Demo

**Agentic Lunar ISR System**  
**Passive • Always Watching • NASA SBIR Ready**

---

## 🌙 Overview

EAGLE MOON is a solo-built AI agent for lunar surface operations.  
It watches the Moon 24/7 using passive RF and computer vision, tracks targets with RESY (360° gear + tilt), fuses multi-spectrum data, and re-images regolith with AI.

**Built by ghostai1 in 4 weeks with $378 hardware.**

---

## 🚀 Features

| Feature | Description |
|--------|-------------|
| **Passive Mode** | Zero TX — RTL-SDR + IR cam |
| **Agentic AI** | Llama 3 classifies: "New crater? Alert." |
| **RESY Tracking** | 360° gear + tilt lens (1° accuracy) |
| **Multi-Spectrum** | VIS + IR + RF fusion |
| **Re-Imaging** | Stable Diffusion fills shadows |
| **Master Program** | Always spitting JSON to command |

---

## 🎯 NASA SBIR Fit

- **Z1.01**: Autonomous Systems  
- **Z14.01**: Regolith Excavation  
- **S13.05**: In Situ Instruments  

**Phase I**: $150K — 6-month lunar sim  
**Phase II**: $750K — Artemis install

---

## 🛠️ Installation

1. Clone the repo:  



```
git clone https://huggingface.co/spaces/ghostai1/eagle-moon-demo
cd eagle-moon-demo
```

2. Install dependencies:
```
pip install -r requirements.txt
```

3. Run locally:
python app.py

Open http://127.0.0.1:7860

---

## 📊 Usage

- **Upload Moon Image**: For CV crater detection.  
- **Toggle Mode**: Passive (stealth) / Active (burst).  
- **Live Stream**: Master Program spits JSON every 10s.  
- **Demo Video**: See 90-sec presentation (embedded in Space).

**Example Output** (JSON spit):  
```json
{
"obs_id": "EAGLE-MOON-01",
"timestamp": "2025-10-23T22:15:30Z",
"azimuth_deg": 182.45,
"elevation_deg": 67.23,
"rf_anomalies": [{"freq": 2200000000, "power": -45.2}],
"cv_anomaly": {"crater_count": 42, "new_feature": false, "confidence": 0.97}
}