Descartes Labs
Apr 17 · 4 min read
The probability output of a deep learning computer vision model which detects and segments well pads in the Permian Basin.

Creating Actionable Intelligence for the Oil & Gas Sector by Fusing Commercial and Proprietary Data

The energy industry has been buzzing about machine learning and artificial intelligence for several years now. But while industry conferences are popping up to help focus conversations on how to best use and extract business value from new technologies, very few players seem to be set up to capture the true potential of machine learning in digital transformation.

Well construction tracking in the Permian. Note how access roads, well pads, and holding ponds appear over time.
NAIP image of wind turbines just east of Miami, TX.
Density of wind turbines in the continental United States. Brighter hexagons indicate more turbines are in the area.
Building detection identifies habitable structures near pipelines in the Western United States.

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Descartes Labs is building a data refinery for satellite imagery.

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