Training_Data Podcast
1) #29 Celebrating CosmiQ Works
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 Cos...Show More
2) #28 Introducing the SpaceNet 7 Challenge: Multi-Temporal Urban Development
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 Chal...Show More
#28 Introducing the SpaceNet 7 Challenge: Multi-Temporal Urban Development
50:54 | Sep 23rd, 2020
3) #27 SpaceNet 6: The Multi-Modal Extravaganza Family Hour
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-ch...Show More
4) #26 SpaceNet 6 Challenge Results: Multi-Sensor All-Weather Mapping
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 Spac...Show More
5) #25 Evaluating SpaceNet 5 Challenge Results: Road Network Detection & Optimized Routing
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 ...Show More
6) #24 Viewing the World Through a Straw
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 artifi...Show More
7) #23 Into the Gray Zone: Emerging Technology’s Role in the Geopolitical Landscape
How does emerging technology like artificial intelligence (AI) fit into the broader geopolitical landscape, particularly one that continues to rapidly evolve? CSIS’s Melissa Dalton and Lindsey Sheppar...Show More
#23 Into the Gray Zone: Emerging Technology’s Role in the Geopolitical Landscape
40:00 | Mar 13th, 2020
8) #22 Machine Learning Robustness Study: Building Out an Increasingly Diverse Dataset
How much labeled data does a machine learning model need in order to achieve sufficient performance? Most analyses simply use all available data and focus on model architecture, with scant attention g...Show More
#22 Machine Learning Robustness Study: Building Out an Increasingly Diverse Dataset
29:22 | Feb 27th, 2020
9) #21 Announcing SpaceNet® 6: Multi-Sensor All Weather Mapping
Spanning three years of featuring five unique datasets and challenges, SpaceNet® continues to apply various aspects of machine learning to solve difficult foundational mapping problems. Looking ahead,...Show More
10) Season 1 Salutations
Thank you to everyone who made the inaugural season of Training_Data possible! We will be back with new content for Season 2 in January 2020. Have a great holiday season and happy new year.