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Software Engineering

The Azavea Cloud Dataset

By James McClain on August 2nd, 2021

Azavea is releasing a dataset consisting of 32 unique Sentinel-2 tiles with cloud labels produced by humans.
Image displaying cloud detection on satellite imagery in Spain.

Software Engineering

Cloud Detection in Satellite Imagery

By James McClain on February 8th, 2021

We compare the results of two machine learning models that detect clouds in Sentinel-2 satellite imagery and share pointers about models you can try for yourself.
Letters AMA on top of aerial earth imagery.

Software Engineering

The Future of Machine Learning AMA

By Lewis Fishgold, James McClain and Rob Emanuele on January 31st, 2020

3 of our machine learning engineers answer your questions about the future of machine learning.
Letters AMA on top of aerial earth imagery.

Software Engineering

Getting Started in Machine Learning AMA

By James McClain, Rob Emanuele and Lewis Fishgold on January 29th, 2020

3 of our machine learning engineers answer your questions about getting started with machine learning.

Software Engineering

Reading and Visualizing NetCDF Climate Data with GeoTrellis

By James McClain on June 21st, 2017

This blog post contains an example project that demonstrates how to read NetCDF climate projection data from S3 or a local...
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