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Lacustrine algae bloom classification with satellite imagery and a neural network.

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Lakeclass

Note: This project is on hold until more time is available to build an image acquisition pipeline. 28 Nov 2017

Detecting Algae/Cyanobacteria blooms in Washington Lakes with Satellite Imagery

Tony Cannistra, for University of Washington's CSE 546 course.

Development ongoing. Started on Mac, moved to Linux, so the most up-to-date environment.yml is environment_linux.yml, which you should use (conda env create --file environment_linux.yml).

Notebooks in /experiments, data currently in S3.

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Lacustrine algae bloom classification with satellite imagery and a neural network.

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