Computer-vision models turn raw drone imagery into the data farmers actually want — tree counts, vegetation health, pest detection, yield estimates, and change over time.
Explore the platform that powers every Lumipad survey — on desktop and in the field.
Dashboard — stat cards, recent surveys, activity feed
Today — weather, planned missions, quick actions
Per-tree detection across cacao, coffee, and coconut. GeoJSON of detected tree centroids plus canopy polygons and aggregate counts.
Normalized Difference Vegetation Index across the survey area. Rasters at original resolution plus heatmap visualisations.
Flags potential pest/disease indicators — cacao pod borer, coffee leaf rust, coconut bud rot. Hotspot map with confidence scores.
Identifies gaps in tree canopy that suggest replanting or productivity loss. Gap polygons plus percentage cover statistics.
Estimated harvest weight based on canopy size, vegetation health, and tree count. Crop-specific models with confidence ranges.
Comparison across multiple surveys of the same farm. Change maps showing NDVI delta, canopy delta, and tree count over time.
Running their own crop-survey microenterprises. Free, lifetime access to upload surveys, generate reports, and build their portfolio.
Coordinating multi-pilot teams across regions. Org-level dashboards with aggregated insights for management decisions.
Academic institutions, NGOs, and climate programs accessing aggregated, anonymised data for research. The flights pay for the science.
Free, forever. This is a non-negotiable promise.
Free for academic and non-profit research. Commercial licensing available via partners@lumipaddrones.com.
Anonymised aggregate exports available under CC-BY-SA 4.0.