CrowdAI - The world at your fingertips

Mapping of Unmapped areas
Change detection

Cape Coral, FL

Identify precise locations of roads, highways, intersections, etc.

"features": [
  {
    "type": "Feature",
    "properties": {
      "feature_type": "road",
      "style": { "width": 16.3 },
      "feature_subtype": "vector"
    },
    "geometry": {
      "type": "LineString",
      "coordinates": [
        [ -81.95043380, 26.57035169 ],
        [ -81.95024550, 26.57004145 ],
        ...
      ]
    }
  },
  ...
]

GeoJSON

Corona, CA

Detect new and destroyed roads between specific time periods or as they change.

"features": [
  {
    "type": "Feature",
    "geometry": { ... },
    "properties": {
      "first_seen": "2012-12-05",
      ...
    }
  },
  {
    "type": "Feature",
    "geometry": { ... },
    "properties": {
      "first_seen": "2018-02-20",
      ...
    }
  },
  ...
]

GeoJSON

Port Charlotte, FL

Identify building locations, footprints, area, and density.

"features": [
  {
    "type": "Feature",
    "properties": { "feature_type": "building" },
    "geometry": {
      "type": "Polygon",
      "coordinates": [[
        [ -81.88908576, 27.37165296 ],
        [ -81.89217567, 27.37134808 ],
        [ -81.89105987, 27.36704148 ],
        [ -81.88560962, 27.36772750 ],
        [ -81.88908576, 27.37165296 ]
      ]]
    }
  },
  ...
]

GeoJSON

Buckley, WA

Detect new development and destroyed buildings between specific time periods or as they change.

ID	First Seen	Longitude	Latitude
1	2011-09-06	-122.27394576	47.56339521
2	2011-09-06	-122.27403204	47.56340476
3	2011-09-06	-122.27247689	47.56338590
4	2011-09-06	-122.27402521	47.56341821
5	2011-09-06	-122.28215380	47.56347387
6	2016-04-20	-122.27402508	47.56342721
7	2016-04-20	-122.27236378	47.56339418
8	2016-04-20	-122.28154890	47.56347458
9	2016-04-20	-122.27351299	47.56344646
10	2016-04-20	-122.28213306	47.56353223

CSV

Georgetown, Seattle, WA

Determine building locations, footprints, area, and density by building type.

GeoJSON

"features": [
  {
    "geometry": { ... },
    "type": "Feature",
    "properties": {
      "shape_type": "polygon",
      "feature_type": "building",
      "building_type": "commercial"
    }
  },
  {
    "geometry": { ... },
    "type": "Feature",
    "properties": {
      "shape_type": "polygon",
      "feature_type": "building",
      "building_type": "residential"
    }
  }
]

Our technology is applicable across a broad array of uses and industries, from energy and insurance to real estate, compliance, and many more. Connect with us to discover how our technology can transform how you see the world.

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How it works

Image Acquisition

First, we work with high quality satellite image providers like DigitalGlobe and Planet to acquire imagery for the specified date and region.

Satellite image with heatmap highlighting houses

Deep Learning

Next, we run one of our deep learning algorithms on the imagery. This produces a confidence that each pixel is part of the target feature (in this example, buildings).

Satellite image with outlines around houses

Post-processing

Finally, we use a suite of computer vision techniques to turn these probabilities into usable data such as shape, size, and density of buildings.

The world
at your fingertips

Satellites capture every inch of the world on a daily basis. CrowdAI transforms these images into meaningful insights.

Identify precise locations of roads, highways, intersections, etc.

GeoJSON

Detect new and destroyed roads between specific time periods or as they change.

GeoJSON

Identify building locations, footprints, area, and density.

GeoJSON

Detect new development and destroyed buildings between specific time periods or as they change.

CSV

Determine building locations, footprints, area, and density by building type.

GeoJSON

How it works

Image Acquisition

Deep Learning

Post-processing

CrowdAI is an extremely valuable partner for us driving cutting-edge innovation. We see their infrastructure detection adding a ton of value for our customers.