![parallelogram barker spacenet parallelogram barker spacenet](https://www.geogebra.org/resource/hMct2RJn/uvyVfCtrfZxGZWp4/material-hMct2RJn-thumb@l.png)
30cm GSD) over a wider variety of cities. So what does the future hold for SpaceNet? More data, more code, and more competitions! The SpaceNet team plans to launch another competition in two to three months that uses even higher resolution satellite imagery (i.e. The implementations will also be open sourced and released as a SpaceNet repository.Īs of this week, we have implemented all four pillars of our open strategy. We plan to provide a detailed blog post on the DownLinQ dissecting the winning implementations.
#PARALLELOGRAM BARKER SPACENET CODE#
As you may have guessed from the data and source code released, our first competition focused on extracting building footprints. The fourth and final pillar of our strategy is to sponsor open analytics competitions. Building Detection in the Spacenet Satellite Imagery Dataset using Single Shot MultiBox Detector (SSD) by GitHub user aurotripathy.Super-Resolution on Satellite Imagery using Deep Learning, Part 2 by Dr.Exploring the SpaceNet Dataset Using DIGITS by Allison Gray and Dr.Here are a few examples of open research using the SpaceNet data: The third pillar is to foster research on emerging analytical frameworks in open forums. The end result is to compare ground truth to an algorithm implementation and calculate a final validation score. The purpose of the visualizer application is to view 3-band or 8-band images with ground truth building footprints and a solution’s proposed building footprints as overlays. The BuildingDetectorVisualizer repository contains two tools bundled together: a visualizer GUI application and a band extractor command line tool. The utilities package also contains an evaluation metric for building polygon detection. The utilities repository contains code that tiles large satellite images into smaller chips that are consumable by computer vision or machine learning frameworks.
![parallelogram barker spacenet parallelogram barker spacenet](https://i.pinimg.com/originals/f7/94/f8/f794f86bec4d28bf30961a2f7cfed943.jpg)
We are currently hosting two repositories: utilities and BuildingDetectorVisualizer. Our source code can be found in the SpaceNetChallenge community GitHub account.
#PARALLELOGRAM BARKER SPACENET SOFTWARE#
The second pillar of our strategy is to release open source software to help reduce the amount of GIS expertise required of machine-learning developers interested in aerial and satellite imagery.