Daniel HoganinThe DownLinQA Closer Look at the SpaceNet Change and Object Tracking (SCOT) MetricPreface: SpaceNet LLC is a nonprofit organization dedicated to accelerating open source, artificial intelligence applied research for…7 min read·Feb 8, 2021----
Daniel HoganinThe DownLinQDeploying the SpaceNet 7 Baseline on AWSAdapted by Daniel Hogan from a post by Adam Van Etten and Nick Weir6 min read·Sep 25, 2020----
Daniel HoganinThe DownLinQThe SpaceNet Change and Object Tracking (SCOT) MetricDaniel Hogan and Adam Van Etten8 min read·Aug 13, 2020----
Daniel HoganinThe DownLinQIntroducing the Solaris Multimodal Preprocessing LibraryWithin the latest release of Solaris, available now, is a new resource for geospatial deep learning: the Solaris Multimodal Preprocessing…3 min read·Jul 16, 2020--1--1
Daniel HoganinThe DownLinQThe SpaceNet 6 BaselinePreface: SpaceNet LLC is a nonprofit organization dedicated to accelerating open source, artificial intelligence applied research for…5 min read·Mar 5, 2020--2--2
Daniel HoganinThe DownLinQSAR 201: An Introduction to Synthetic Aperture Radar, Part 2By Daniel Hogan (In-Q-Tel CosmiQ Works) and Jason Brown (Capella Space) with the CosmiQ Works and Capella teams.8 min read·Feb 13, 2020----
Daniel HoganinThe DownLinQSAR 101: An Introduction to Synthetic Aperture RadarBy Daniel Hogan (In-Q-Tel CosmiQ Works) and Jason Brown (Capella Space) with the CosmiQ Works and Capella teams.9 min read·Feb 5, 2020--4--4
Daniel HoganinThe DownLinQRobustness of Limited Training Data: Part 5Deep learning models for interpreting satellite imagery show increasing performance as the amount of training data is increased. We’ve…5 min read·Oct 16, 2019----
Daniel HoganinThe DownLinQRobustness of Limited Training Data: Part 4When it comes to the relationship between geospatial neural network performance and the amount of training data, do geographic differences…7 min read·Sep 25, 2019----
Daniel HoganinThe DownLinQRobustness of Limited Training Data: Part 3When training a deep neural network to identify building footprints in satellite imagery, having more training data never hurts. But how…8 min read·Sep 17, 2019----
