Software Engineering
<- Return to all blogs
-
Cloud Optimized GeoTIFF vs the Meta Raster Format
If you are working with geospatial data visualizations you have probably heard of Cloud Optimized GeoTIFFs and may also have heard of the Meta Raster Format. These formats both provide efficient access to visualization data and have similar goals. The popular GDAL library supports both. So what are the differences, and when would you choose…
-
Cloud Optimized GeoTIFF vs the Meta Raster Format
If you are working with geospatial data visualizations you have probably heard of Cloud Optimized GeoTIFFs and may also have heard of the Meta Raster Format. These formats both provide efficient access to visualization data and have similar goals. The popular GDAL library supports both. So what are the differences, and when would you choose…
-
Raster Vision 0.9 Release Candidate
This release of Raster Vision includes bug fixes, an easier setup, improved performance, and the ability to train models off of labels in OSM.
-
Aster Vision – A New Open Source Framework for Deep Learning on Astrospatial Imagery and Space Exploration
Aster Vision is an open source machine learning library for analyzing huge troves of astrospatial data and finding habitable planets around nearby stars.
-
Introducing the Open Apparel Registry
We are excited to announce the launch of the Open Apparel Registry, an open source global map of garment producing facilities.
-
Data Wrangling from Space
โThe world is one big data problem.โ Andrew McAfee Small satellites are becoming cheaper to launch and operate, and their data is changing how we view the earth. As more commodity satellites enter orbit and begin sending data, the need for smart applications to ingest, archive, process, transform, and distribute that data become more important.…
-
The Power of Types in Idris
Idris is a pure, statically-typed functional language with a powerful type system. Let’s explore writing code in Idris using type-driven development and interactive editing.
-
Lessons on tree-shaking Lodash with Webpack and Babel
Tree-shaking lodash can reduce the size of your JavaScript bundle, but it requires that a few conditions are met along the way to implementing it.
-
Introducing TileJSON.io, A Fast and Easy Way to View and Share Raster Tiles
TileJSON.io is an open source project by Azavea. It is an easy way to view and share raster tile sets using slippy map endpoints.
-
Mapping Africa: Crowdsourced Machine Learning
We leveraged our ability to process raster imagery, our open sources libraries, and our knack for machine learning to map agricultural fields in Africa.
-
Accuracy is in the Eye of the Beholder
Accuracy in deep learning models is not as cut and dry as many present it to be. We examine several examples where accuracy is more of a judgment call.
