The official podcast of IQT CosmiQ Works, an applied research lab dedicated to emerging geospatial analytics
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#29 Celebrating CosmiQ Works
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Founded in 2015 as part of IQT Labs, CosmiQ Works launched to focus on the geospatial analytics market and provide technical insights, targeted research, reports, and more. Over the past six years CosmiQ has produced many projects and insights that have helped the intelligence and academic communities better understand how geospatial can help tackl…
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#28 Introducing the SpaceNet 7 Challenge: Multi-Temporal Urban Development
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Satellite imagery analytics have numerous human development and disaster response applications, particularly when time series methods are involved. The Multi-Temporal Urban Development SpaceNet 7 Challenge focuses on developing novel computer vision methods for non-video time series data, asking participants to identify and track buildings in satel…
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#27 SpaceNet 6: The Multi-Modal Extravaganza Family Hour
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CosmiQ’s Jake Shermeyer and Daniel Hogan are joined by Capella Space’s Jason Brown and IEEE Geoscience and Remote Sensing’s (GRSS) Ronny Hänsch to once again discuss the SpaceNet 6 Dataset and post-challenge experiments. Learn more about data fusion and deep learning approaches that work to blend synthetic aperture radar (SAR) and optical imagery. …
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#26 SpaceNet 6 Challenge Results: Multi-Sensor All-Weather Mapping
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SpaceNet is a non-profit dedicated to accelerating open source, applied research in geospatial machine learning. In this episode, CosmiQ’s Ryan Lewis, Jake Shermeyer, and Daniel Hogan discuss the SpaceNet 6 Challenge where participants were asked to automatically extract building footprints with computer vision and AI algorithms using a combination…
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#25 Evaluating SpaceNet 5 Challenge Results: Road Network Detection & Optimized Routing
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Despite its application to myriad humanitarian and civil use cases, automated road network extraction from overhead satellite imagery remains quite challenging. However, the SpaceNet 5 challenge made significant progress in this field with top participants being able to extract both road networks and speed/travel time estimates for each roadway. On…
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#24 Viewing the World Through a Straw
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How can lessons from geospatial computer vision applications impact bio image analysis? CosmiQ’s Dr. Nick Weir and B.Next’s Dr. Dylan George explore the intersection of these two fields and why artificial intelligence (AI) has struggled to gain traction with both satellite imagery and medicine. Hear about their project that researched similarities …
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#23 Into the Gray Zone: Emerging Technology’s Role in the Geopolitical Landscape
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#22 Machine Learning Robustness Study: Building Out an Increasingly Diverse Dataset
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#21 Announcing SpaceNet® 6: Multi-Sensor All Weather Mapping
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#20 LIVE from the Topcoder Open 2019
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#19 Implementing AI Projects: Lessons Learned & Emerging Trends
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#18 Contributing to Open Source Through Hacktoberfest
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#17 Geospatial Analytics for the Masses with CARTO
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#16 Venture Capital Investing in Commercial Space & Beyond
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#14 The Azavea Dialogues, Pt 3: Utilizing Unique Geospatial Data for Deep Learning
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#13 The Azavea Dialogues, Pt 2: Building a Business with Open Source Software
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#12 The Azavea Dialogues, Pt 1: AI’s Impact on Geospatial
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#11 SpaceNet Partners Unite: Building an Open Source Initiative Pt. 2
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#10 SpaceNet Partners Unite: Building an Open Source Initiative Pt. I
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#9 Analyzing Times Series Data for Humanitarian Response
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#8 Introducing Solaris: CosmiQ’s Open Source Python Library for AI
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#7 Are We There Yet? Announcing SpaceNet 5: Roads, Routes, & Travel Times
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#6 Enabling Analytics (+ Security) at the Edge
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#5 Data Science, Open Source, and All That: A Conversation with Anaconda
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Peter Wang, CTO and Co-Founder of Anaconda sits down with Ryan Lewis, Adam Van Etten, and Coley Lewis to talk about open source software and its role for both data science applied research as well as product development and deployment.Av CosmiQ Works
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#4 Analysis at All Angles: SpaceNet 4 and Off Nadir Imagery
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#3 Enhance That: Super Resolution & Object Detection
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Adam Van Etten, Jake Shermeyer, and Ryan Lewis discuss CosmiQ's year long project studying the impact of image super resolution on object detection model performance.Av CosmiQ Works
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#2 Road Network Routing... From Space
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Adam Van Etten, CosmiQ's Director of Research, and David Lindenbaum, formerly CosmiQ's Principal Engineer, talk about the SpaceNet 3 Challenge: Road network extract and routing from a single satellite image.Av CosmiQ Works
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#1 From the Beginning: CosmiQ Works
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