README.md

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# Lookup-Jet Data
**High-Fidelity Aviation Datasets: Synchronizing ADS-B Telemetry with Real-Time Optical Tracking**

Welcome to the official Hugging Face repository for Lookup-Jet. We specialize in multimodal aerospace datasets, 
bridging the gap between live transponder broadcast records, high-precision computer vision, and exact environmental context.

## ✈️ Who We Are
Lookup-Jet customs sensor networks and data pipelines that track aircraft at specific altitudes in real time. 
By fusing raw ADS-B telemetry with automated PTZ (Pan-Tilt-Zoom) camera arrays and localized meteorological data, we generate highly accurate, pre-synchronized data that is ready for robust enterprise machine learning training.

Our tracking infrastructure accounts for rigorous physical and environmental constraints. 
From custom weather-proof enclosures to advanced algorithms that calculate precise inverted PTZ kinematics and directional logic, our hardware-aware data pipelines ensure that the resulting optical bounding boxes, telemetry timestamps, and environmental conditions are flawlessly aligned. 

## 📊 What You Will Find Here
This repository hosts our **limited evaluation samples**. 
These datasets are designed for data scientists and computer vision engineers to test the quality of our sensor-fusion data before procuring a commercial license. 

*   **Multimodal Pairs:** Paired tabular transponder data (Timestamps, Hex Codes, Altitudes, Flight Vectors) and corresponding high-resolution optical frames.
*   **Environmental & Astronomical Context:** Every optical frame is enriched with hyper-local weather and celestial data to help train models against atmospheric interference, glare, and variable lighting:
    *   **Weather:** Visibility, cloud cover percentage, temperature, and precipitation metrics.
    *   **Sun & Moon:** Solar elevation and azimuth (for glare/backlight calculation), alongside lunar phase and illumination metrics for low-light tracking.
*   **Industry-Standard Annotations:** Polygon tracking masks and bounding boxes provided in standard COCO JSON format, optimized for immediate drop-in training for YOLO architectures.
*   **License:** All datasets hosted here are provided under the **CC BY-NC 4.0** license, restricted strictly to non-commercial evaluation and research.

## 💼 Commercial Licensing & Enterprise Access
The samples hosted on Hugging Face represent only a fraction of our live, continuous tracking pipeline. 

If your team is building automated aerospace surveillance arrays, advanced air mobility (AAM) object-detection models, or defense-grade tracking systems, Lookup-Jet provides full commercial data licenses.

**Ready to scale your aviation vision models?**
Contact us to discuss your production requirements, negotiate a commercial license, and provision your secure data shares.

🌐 **Platform:** [www.lookupjet.com](https://www.lookupjet.com)  
✉️ **Commercial Sales & Licensing:** info@lookupjet.com