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
✉️ Commercial Sales & Licensing: info@lookupjet.com