GeoAI

Coming Soon

Satellite imagery analysis powered by Segment Anything Model (SAM) and Sentinel-2 data from ESA Copernicus. Detect changes, classify land use, and analyze geographic regions from space.

Architecture

🛰️

Sentinel-2 Pipeline

Automated ingestion of multispectral satellite imagery every 5 days via ESA Copernicus API.

🧠

SAM Inference

Segment Anything Model adapted for geospatial analysis — zero-shot segmentation of satellite imagery.

📊

Analysis API

RESTful endpoints returning structured GeoJSON with classification results and confidence scores.

POST/v1/analyze/satellite
Coming Soon

Satellite Analysis

Analyze a geographic area using Sentinel-2 satellite imagery. Returns segmented regions with land cover classification.

Request Body
{
  "bbox": [13.35, 52.48, 13.45, 52.55],
  "date_range": ["2026-01-01", "2026-03-01"],
  "resolution": 10,
  "bands": ["B02", "B03", "B04", "B08"]
}
Response
{
  "analysis_id": "geo_sat_abc123",
  "area_km2": 42.5,
  "segments": [
    { "class": "urban", "area_pct": 65.2, "confidence": 0.94 },
    { "class": "vegetation", "area_pct": 28.1, "confidence": 0.91 },
    { "class": "water", "area_pct": 6.7, "confidence": 0.98 }
  ],
  "imagery_date": "2026-02-28",
  "model": "sam-geo-v1"
}
POST/v1/detect/changes
Coming Soon

Change Detection

Compare satellite imagery across two time periods to detect surface changes — construction, deforestation, flooding, urban expansion.

Request Body
{
  "bbox": [36.25, 33.48, 36.35, 33.55],
  "before": "2025-01-01",
  "after": "2026-03-01",
  "sensitivity": "medium"
}
Response
{
  "changes_detected": 12,
  "total_area_changed_km2": 3.8,
  "changes": [
    {
      "type": "construction",
      "center": { "lat": 33.513, "lon": 36.292 },
      "area_m2": 15200,
      "confidence": 0.87
    }
  ]
}
POST/v1/classify/landuse
Coming Soon

Land Use Classification

Classify land use within a bounding box using deep learning on multispectral satellite data. Categories: urban, agricultural, forest, water, barren, wetland.

Request Body
{
  "bbox": [2.25, 48.80, 2.45, 48.92],
  "date": "2026-02-15"
}
Response
{
  "classification": {
    "urban": 72.4,
    "vegetation": 15.8,
    "water": 8.3,
    "agricultural": 2.1,
    "barren": 1.4
  },
  "resolution_m": 10,
  "area_km2": 28.6,
  "confidence": 0.92
}

Be First to Access GeoAI

GeoAI endpoints are in private beta. Register for early access.

Create Free Account