Philip Popien

Lessons Learned Building a Global Flood Segmentation Model in Record Time


Thursday, November 16, 2023


2:35 pm


Saphir 2+3


Tired of collecting labels for your supervised Deep Learning model? Philip will show how they used a shortcut to create near infinite high quality labels to train a global water segmentation model on the VIIRS sensor in record time. Along the way, you will learn what is really important in an industry Machine Learning project, a lot about different satellite imagery and why you should not be a hero in choosing your model architecture.

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