Open · Agentic · Community-driven

Mapping intelligence. Powering autonomy.

OpenPalm AI connects satellite imagery, geospatial evidence and AI research for oil palm landscapes, with a real historical study and clearly labelled autonomy simulations.

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Research prototype · real study + labelled demo fixtures

ParcelAOI-01-P05area · illustrative
centroid · illustrative
geometry · syntheticDemo

Schematic mapSynthetic parcels

Built for the Meta AI hackathon

Muse Spark Open · BasetenDirect Meta API · DevelopmentMeta CHMv2 · Predicted heights

Honest by design

Four levels of intelligence, each unlocked by the data that can support it

Regional

QA-masked vegetation patterns from a real historical Sentinel-2 study. Plantation classification remains unvalidated.

Needs: Sentinel-2, boundaries, reference labels

Tree-level

Individual crown detection needs finer imagery. Sentinel-2 cannot resolve single palm crowns.

Needs: Very-high-resolution imagery

Canopy

Meta-predicted CHMv2 height summaries are available, with dates and uncertainty kept visible.

Needs: CHM provenance; validation for accuracy

Autonomy

Simulated coverage routes on synthetic parcels, with computed geometry and route lengths.

Needs: Suitable spatial inputs; operational validation

Geo Intelligence

A map-first command center for plantation landscapes

Inspect real Sentinel-2 NDVI and Meta-predicted canopy height, explore pixel values and download the scientific run. Synthetic parcel fixtures stay separately labelled.

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Agent Studio

Research workflows you can see and inspect

Explore a visual pipeline draft, then inspect evidence, citations and a saved Muse Spark Open response in the Research Assistant. Live Baseten research requires protected development access.

See the studio

Autonomy Lab

Explore UAV routes before anything flies

Generate deterministic coverage routes on synthetic parcels and inspect their computed lengths. The lab is a planning simulation, not an operational flight plan.

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Open research

Open data, open models, shared benchmarks

Inspect source attribution, provenance and validation status alongside each dataset. Real study outputs and synthetic examples stay distinct; community publishing and measured benchmarks remain future work.

Start with the pilot region in your browser

No account needed to explore the real study, saved research and demo workspace.

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