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The DownLinQ

Rapid advances in machine learning are changing the geospatial domain. Explore CosmiQ's technical findings, market research and general thoughts here. Learn more at cosmiqworks.org.

SpaceNet 7 Results: ‘Tis the Season

SpaceNet 7 Results: ‘Tis the Season

Preface: SpaceNet LLC is a nonprofit organization dedicated to accelerating open source, artificial intelligence applied research for…
Go to the profile of Adam Van Etten
Adam Van Etten
Dec 17, 2020
The SpaceNet 7 Multi-Temporal Urban Development Challenge: Announcing the Winners

The SpaceNet 7 Multi-Temporal Urban Development Challenge: Announcing the Winners

Preface: SpaceNet LLC is a nonprofit organization dedicated to accelerating open source, artificial intelligence applied research for…
Go to the profile of Adam Van Etten
Adam Van Etten
Dec 2, 2020
Deploying the SpaceNet 7 Baseline on AWS

Deploying the SpaceNet 7 Baseline on AWS

Adapted by Daniel Hogan from a post by Adam Van Etten and Nick Weir
Go to the profile of Daniel Hogan
Daniel Hogan
Sep 25, 2020
SpaceNet 6: Expanded Dataset Release

SpaceNet 6: Expanded Dataset Release

By Jake Shermeyer and Daniel Hogan
Go to the profile of Jake Shermeyer
Jake Shermeyer
Sep 23, 2020
The SpaceNet 7 Multi-Temporal Urban Development Challenge Algorithmic Baseline

The SpaceNet 7 Multi-Temporal Urban Development Challenge Algorithmic Baseline

Preface: SpaceNet LLC is a nonprofit organization dedicated to accelerating open source, artificial intelligence applied research for…
Go to the profile of Adam Van Etten
Adam Van Etten
Aug 27, 2020
You Only Look Once — Multi-Faceted Object Detection w/ RarePlanes

You Only Look Once — Multi-Faceted Object Detection w/ RarePlanes

Performing complex object detection using YOLOv5 on CosmiQ Works’ RarePlanes Dataset
Go to the profile of Ari Chadda
Ari Chadda
Aug 21, 2020
Solaris Model Deployment: From Start to Finish

Solaris Model Deployment: From Start to Finish

Demystifying geospatial deep learning with In-Q-Tel CosmiQ Works’ Solaris
Go to the profile of Roshan Ram
Roshan Ram
Aug 14, 2020
The SpaceNet Change and Object Tracking (SCOT) Metric

The SpaceNet Change and Object Tracking (SCOT) Metric

Daniel Hogan and Adam Van Etten
Go to the profile of Daniel Hogan
Daniel Hogan
Aug 13, 2020
The Machine Learning Utility Manifold for Satellite Imagery

The Machine Learning Utility Manifold for Satellite Imagery

Preface: The work summarized here stems from research conducted by Ryan Lewis, Jake Shermeyer, Daniel Hogan, Nick Weir, Dave Lindenbaum…
Go to the profile of Adam Van Etten
Adam Van Etten
Aug 12, 2020
SpaceNet Turns Four

SpaceNet Turns Four

Preface: SpaceNet LLC is a nonprofit organization dedicated to accelerating open source, artificial intelligence applied research for…
Go to the profile of Ryan Lewis
Ryan Lewis
Aug 10, 2020
The SpaceNet 7 Multi-Temporal Urban Development Challenge: Dataset Release

The SpaceNet 7 Multi-Temporal Urban Development Challenge: Dataset Release

Preface: SpaceNet LLC is a nonprofit organization dedicated to accelerating open source, artificial intelligence applied research for…
Go to the profile of Adam Van Etten
Adam Van Etten
Aug 6, 2020
SpaceNet 6: Winning Model Release

SpaceNet 6: Winning Model Release

We open-source the SpaceNet 6 prize winning algorithms for extracting building footprints with SAR data
Go to the profile of Jake Shermeyer
Jake Shermeyer
Jul 29, 2020
SpaceNet 6: Data Fusion and Colorization

SpaceNet 6: Data Fusion and Colorization

Can colorizing synthetic aperture radar data with a deep learning network really help to improve you ability to detect buildings?
Go to the profile of Jake Shermeyer
Jake Shermeyer
Jul 22, 2020
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