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02 / Environmental intelligence

FOR EARTH

Intelligence for understanding environmental systems at scale.

Featured project

OIL SPILL INTELLIGENCE

A computer vision pipeline exploring how Synthetic Aperture Radar imagery can help identify and categorize patterns associated with oil spills across marine environments.

OIL SPILL INTELLIGENCE project visual

Capabilities

  • SAR image analysis
  • Oil / non-oil classification
  • Environmental preprocessing
  • Computer vision inference
  • Deep learning classification
  • False-positive analysis

From image to intelligence

01Satellite image
02Preprocessing
03AI model
04Detection
05Categorization
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