How Computers See the Earth: A ML Approach to Understanding Satellite Imagery (Cloud Next '18)
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 learning-based 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
Event schedule → http://g.co/next18
Watch more Machine Learning & AI sessions here → http://bit.ly/2zGKfcg
Next ‘18 All Sessions playlist → http://bit.ly/Allsessions
Subscribe to the Google Cloud channel! → http://bit.ly/NextSub event: Google Cloud Next 2018; re_ty: Publish; product: Cloud - AI and Machine Learning - Vision AI; event: Google Cloud Next 2018;
Видео How Computers See the Earth: A ML Approach to Understanding Satellite Imagery (Cloud Next '18) канала Google Cloud Tech
-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 learning-based 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
Event schedule → http://g.co/next18
Watch more Machine Learning & AI sessions here → http://bit.ly/2zGKfcg
Next ‘18 All Sessions playlist → http://bit.ly/Allsessions
Subscribe to the Google Cloud channel! → http://bit.ly/NextSub event: Google Cloud Next 2018; re_ty: Publish; product: Cloud - AI and Machine Learning - Vision AI; event: Google Cloud Next 2018;
Видео How Computers See the Earth: A ML Approach to Understanding Satellite Imagery (Cloud Next '18) канала Google Cloud Tech
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