Our planet is teeming with activity; agriculture, energy, logistics, and much more. The explosion of satellite imagery provides a unique means to understand these processes. Descartes Labs has built a platform for global geospatial data analysis using Google Cloud Services. This talk will cover:

Efficient algorithm development cycles in the cloud
Training and deploying ML algorithms on massive global datasets with cloud compute
Visual search over the earth's surface, enabled by deep learningbased computer vision (https://search.descarteslabs.com)
How models can quickly be built on top of geospatial data that covers a large region or time window

MLAI107

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