Top stories published by The DownLinQ in 2016

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Top Stories published by The DownLinQ in 2016

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2016

January

February

March

April

May

June

Adam Van Etten in The DownLinQ

Nov 7, 2016

You Only Look Twice — Multi-Scale Object Detection in Satellite Imagery With Convolutional Neural Networks (Part I)

8 responses

Patrick Hagerty in The DownLinQ

Nov 18, 2016

Super-Resolution on Satellite Imagery using Deep Learning, Part 1

6 responses

Patrick Hagerty in The DownLinQ

Oct 11, 2016

Object Detection on SpaceNet

This post presents a walk through of an object detection process applied to SpaceNet imagery. The strategy employed is far from optimal but rather is meant to illustrate a complete workflow based on a previous post. Sample Python code is included to demonstrate basic GIS…

4 responses

Adam Van Etten in The DownLinQ

Aug 30, 2016

The SpaceNet Metric

In SpaceNet Challenge, the metric for ranking entries is based on the Jaccard Index, also called the Intersection-over-Union…

Adam Van Etten in The DownLinQ

Nov 28, 2016

You Only Look Twice (Part II) — Vehicle and Infrastructure Detection in Satellite Imagery

1 response

Adam Van Etten in The DownLinQ

Aug 19, 2016

Quantifying the Effects of Resolution on Image Classification Accuracy

2 responses

Adam Van Etten in The DownLinQ

Aug 12, 2016

Setting a Foundation for Machine Learning: Datasets and Labeling

3 responses

2017

These were the top 10 stories published by The DownLinQ in 2016. You can also dive into monthly archives for 2016 by using the calendar at the top of this page.

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The DownLinQ

As of March 2021, CosmiQ Works has been folded into IQT Labs. An archive will remain here to showcase historical work from CosmiQ Works that took place July 2016 — March 2021.

More information

You Only Look Twice — Multi-Scale Object Detection in Satellite Imagery With Convolutional Neural Networks (Part I)

Super-Resolution on Satellite Imagery using Deep Learning, Part 1

Object Detection on SpaceNet

Object Detection in Satellite Imagery, a Low Overhead Approach, Part I

Histogram of Oriented Gradients (HOG) Boat Heading Classification

The Effect of Resolution on Deep Neural Network Image Classification Accuracy

The SpaceNet Metric

You Only Look Twice (Part II) — Vehicle and Infrastructure Detection in Satellite Imagery

Quantifying the Effects of Resolution on Image Classification Accuracy

Setting a Foundation for Machine Learning: Datasets and Labeling