Detect Change with Satellite Imagery and Open Source Machine Learning

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We combined Open Source Machine Learning tools with satellite imagery from Planet and parcel data from Regrid for Austin, Texas, to create this four-part series that will explore:

Part 1: Where the Austin area has seen the most growth in the last five years

Part 2: What, specifically, has changed

Part 3: What is likely to change in the future

Part 4: The technical details of the methods we used