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.
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.
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.
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.
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...