Data sources & credits
Aircraft specifications
Accessed on the dates shown. Firmware updates can change capabilities, so check the manufacturer before a real mission.
- DJI Matrice 30T (verified)
- DJI Enterprise — Matrice 30 Series specs · 2026-10-10
- Antigravity A1 (partial)
- DJI Mavic 3 Classic (verified)
- DJI — Mavic 3 Classic specs · 2026-10-10
- Skydio X10 (verified)
- Skydio Skydio 2+ (partial)
- DJI Avata (verified)
- DJI Support — Avata specs · 2026-10-10
- DJI Inspire 1 (verified)
- DJI Support — Inspire 1 specs · 2026-10-10
- DJI — Zenmuse X3 product information · 2026-10-10
3D environment assets
CC0 1.0 (Poly Haven). Training environments are representative scenes, not reproductions of real places. The delivery van, cyclist, buildings and rooftop equipment are code-authored training models.
- Kloofendal 48d Partly Cloudy (Pure Sky) · Midday sky + image-based light · by Greg Zaal, Jarod Guest · CC0
- Qwantani Sunset (Pure Sky) · Golden-hour sky + light · by Greg Zaal, Jarod Guest · CC0
- Aerial Asphalt 01 · Road surface · by Rob Tuytel · CC0
- Concrete Pavement · Sidewalks, plaza · by Charlotte Baglioni · CC0
- Aerial Grass Rock · Park lawn · by Rob Tuytel · CC0
- Concrete Tile Facade · Building walls · by Charlotte Baglioni · CC0
- Roof Tiles 14 · Pitched roofs · by Rob Tuytel · CC0
- Island Tree 02 · Street trees · by Rob Tuytel, Rico Cilliers · CC0
Camera model
Exposure uses the standard EV relationship with reflected-light meter constant K = 12.5. Full-well capacity and read noise are a documented model (1,500 e⁻/µm², 2.5 e⁻), not measured data for any specific sensor. The thermal view is a simplified emissivity model for teaching, not radiometric calibration.