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#25 Evaluating SpaceNet 5 Challenge Results: Road Network Detection & Optimized Routing
Manage episode 259992783 series 2492216
Content provided by CosmiQ Works. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by CosmiQ Works or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.
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 today’s pod, CosmiQ’s Ryan Lewis and Dr. Adam Van Etten explore the challenge’s unique dataset and geographic diversity over time, the winning models, and the tradeoff between inference speed and model performance.
SpaceNet is a non-profit LLC co-founded and managed by In-Q-Tel's CosmiQ Works in collaboration Maxar Technologies, a co-founder, and the other SpaceNet Partners including AWS, Intel AI, Topcoder, Capella Space, IEEE GRSS, The National Geospatial-Intelligence Agency (NGA), and Planet.
30 episodes
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Manage episode 259992783 series 2492216
Content provided by CosmiQ Works. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by CosmiQ Works or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.
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 today’s pod, CosmiQ’s Ryan Lewis and Dr. Adam Van Etten explore the challenge’s unique dataset and geographic diversity over time, the winning models, and the tradeoff between inference speed and model performance.
SpaceNet is a non-profit LLC co-founded and managed by In-Q-Tel's CosmiQ Works in collaboration Maxar Technologies, a co-founder, and the other SpaceNet Partners including AWS, Intel AI, Topcoder, Capella Space, IEEE GRSS, The National Geospatial-Intelligence Agency (NGA), and Planet.
30 episodes
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Similar to Training_Data
Design Matters with Debbie Millman is one of the world’s very first podcasts. Broadcasting independently for over 15 years, the show is about how incredibly creative people design the arc of their lives. Hosted on Acast. See acast.com/privacy for more information.
…
continue reading
** Ad-free episodes are available to our paid supporters over at patreon.com/geeks ** Host David Barr Kirtley, author of the book Save Me Plz and Other Stories, talks geek culture with guests such as Neil Gaiman, George R. R. Martin, Richard Dawkins, Simon Pegg, Bill Nye, Margaret Atwood, Neil deGrasse Tyson, and Ursula K. Le Guin. Geek’s Guide to the Galaxy has appeared on recommended podcast lists from NPR, The Guardian, Wired, The A.V. Club, BBC America, CBC Radio, WVXU, io9, Omni, The St ...
…
continue reading
Twice a month, professional photographers Chelsea and Tony Northrup dig deep into the history, technology, and personalities of photography.
…
continue reading
An investigative podcast hosted by world-renowned literary critic and publishing insider Bethanne Patrick. Book bans are on the rise across America. With the rise of social media, book publishers are losing their power as the industry gatekeepers. More and more celebrities and influencers are publishing books with ghostwriters. Writing communities are splintering because members are at cross purposes about their mission. Missing Pages is an investigative podcast about the book publishing ind ...
…
continue reading
Comic Geek Speak is the best podcast about comic books for fans and new readers alike. Put together by a group of life-long comic geeks, it's 4-5 hours a week of comic book history, current comic news, and a general look at the industry. In addition to all the latest in comics talk, the show also features creator interviews, listener responses, contests, and trivia, lots of trivia. So listen in and experience all the joys of a Wednesday afternoon at the comic shop, from the comfort of your o ...
…
continue reading
Food & Wine has led the conversation around food, drinks, and hospitality in America and around the world since 1978. Tinfoil Swans continues that legacy with a new series of intimate, informative, surprising, and uplifting conversations with the biggest names in the culinary industry, sharing never-before-heard stories about the successes, struggles, and fork-in-the-road moments that made them who they are today. Each week, you'll hear from icons and innovators like Daniel Boulud, Guy Fieri ...
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…
continue reading
The iFanboy.com Comic Book Podcast is a weekly talk show all about the best new current comic book releases. Lifelong friends, Conor Kilpatrick and Josh Flanagan talk about what they loved and (sometimes) hated in the current weekly books, from publishers like Marvel, DC, Image Comics, Dark Horse Comics, BOOM! Studios, IDW, Aftershock, Valiant, and more. The aim is to have a fun time, some laughs, but to also really understand what makes comic books work and what doesn’t, and trying to under ...
…
continue reading
Welcome to the FroKnowsPhoto Podcast where we discuss all things Photography. From Nikon to Canon Cameras and all the lenses and accessories for your camera bag. If you are into photography looking to pick up tips, tricks, reviews and our personal views than this is the podcast for you. Please subscribe for the latest episodes.
…
continue reading
Tangentially Speaking is dedicated to the idea that good conversation is organic, uncensored, revelatory, and free to go down unexpected paths with unconventional people. chrisryan.substack.com
…
continue reading
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