Geo for Good 2022: Deep Learning with TensorFlow and Earth Engine

Get hands-on with ML in Earth Engine! This session is an end-to-end walkthrough of generating training and validation data in Earth Engine, exporting to the TFRecord format, building a simple DNN model in TensorFlow, training and evaluation with the Earth Engine data, classification of an image as a TFRecord file, and visualization in Earth Engine.

Speakers:
Nicholas Clinton, Google
Alexandrina Garcia-Verdin, Google

Slides: https://docs.google.com/presentation/...
End to end sample explaining how build a custom model & host in AI to Earth Engine: https://bit.ly/3SvS2hl
People and Planet AI video series:    • People and Planet AI (Sustainability)  
Links from demo section of this talk:
https://goo.gle/EE_TF_FCNN_demo_2022
https://goo.gle/EE_TF_bigearthnet_dem...

You can also view this video on the Geo for Good Summit website at https://earthoutreachonair.withgoogle...