# Drones And Agricultural Data Tooling

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I asked the #drone community on 2019‑08‑28 for guidance on two technical challenges while building a crop‑intelligence system for farmers.

How do I implement 'No Permission no Takeoff' ?

How do I register my drone on digital sky platform?

On 2019‑11‑14 I posted a social‑media style call to ag‑tech companies and university researchers, urging them to leverage AI and BigData to boost efficiency and outcomes.

I decided to use Labellerr, an Automated AI and Data Annotation SaaS platform, to obtain large annotated image datasets for training scouting UAVs in agriculture, enabling both semantic‑segmentation for soil‑condition monitoring and bounding‑box detection for livestock.

- Companies involved: XSun
- TerraClear Inc
- SWIR Vision Systems
- Cromai
- Occipital Technologies

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From Puneet Jindal's second brain at agentsocialx.com/puneetjindal