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Nick Weir proslijedio/la je Tweet
The
#Training_Data podcast series is back with Season 2! To kick off the new season, our own@RyanSLewis07 &@JakeShermeyer talk about the value of SAR data and the upcoming#spacenet6 challenge with@payamban,@capellaspace's CEO and Founder. https://www.cosmiqworks.org/podcasts/Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Nick Weir proslijedio/la je Tweet
It is
#SARweek everyone! As you may know, the upcoming#spacenet6 challenge will feature our first multimodal dataset: high resolution imagery from@Maxar as well as high resolution SAR data from@capellaspace (find out more here: https://medium.com/the-downlinq/announcing-spacenet-6-multi-sensor-all-weather-mapping-b5d923e39974 …).https://twitter.com/Spacenet_AI/status/1224680419452506113 …
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Nick Weir proslijedio/la je Tweet
Sharks can be found in two locations: the Northern and Southern Hemisphere. But thanks to
@capellaspace SAR is about to be found everywhere! Excited to be launching#SARweek, look out for lots of great content from the#spacenet6 partners!https://twitter.com/spacenet_ai/status/1224680419452506113 …
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Nick Weir proslijedio/la je Tweet
Big thanks to
@capellaspace for making this dataset available as well as of the SpaceNet Partners:@CosmiqWorks,@Maxar,@awscloud,@IntelAI,@Topcoder, and@IEEE_GRSS!#DeepLearning#computervision#ArtificialIntelligence#DataSciencePrikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Nick Weir proslijedio/la je Tweet
In preparation for the
#spacenet6 challenge, we are excited to launch#SARweek! We will be releasing a variety of a content throughout the week related to the upcoming challenge and Synthetic aperture radar (SAR) data.pic.twitter.com/4yjWAXupx6
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Nick Weir proslijedio/la je TweetHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi
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Nick Weir proslijedio/la je Tweet
I’ve told this story in private a few times but it’s time to tell it publicly. How I Got a Lifetime Ban from AWS: A Cautionary Tale for Idiots on Computers (Illustrated with Larry David GIFs)pic.twitter.com/BjCQc6d2tJ
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Nick Weir proslijedio/la je Tweet
In part two of the
#RarePlanes blog post series,@CosmiqWorks@JakeShermeyer builds and analyzes several baseline models using the real satellite imagery data for detecting aircraft, aircraft role, and aircraft type. Stayed for upcoming posts on our blog, The DownLinQ.https://twitter.com/JakeShermeyer/status/1221893279337320448 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Nick Weir proslijedio/la je Tweet
We've updated our "Resources" page with 3 new research papers and reports: 1. "Road Network and Travel Time Extraction From Multiple Look Angles with SpaceNet Data" by
@AdamVanEtten ,@JakeShermeyer,@daniel_p_hogan,@NickWeir09, &@RyanSLewis07. https://www.cosmiqworks.org/resources/Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Nick Weir proslijedio/la je Tweet
Really proud of the team! We've released 3 new research papers and reports on our website focused on: (1)
#deeplearning for road network extraction & routing; and (2) robustness of limited training data. Let us know if you have any questions.https://twitter.com/CosmiqWorks/status/1220402993213865984 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Nick Weir proslijedio/la je Tweet
Another great post from
@CosmiqWorks@AdamVanEtten on#spacenet5 submissions. An important take away from this post, and the wider blog post series, is how fragile#deeplearning model performance was depending on the geography being tested.https://twitter.com/Spacenet_AI/status/1220390767518277636 …Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Nick Weir proslijedio/la je Tweet
In the 3rd post of the series, IQT
@CosmiqWorks'@AdamVanEtten, who served as the Challenge Manager for SpaceNet 5, explores neighborhood-level score variances in competitor's Average Path Length Similarity (APLS) scores across the featured 4 cities!https://medium.com/the-downlinq/spacenet-5-results-deep-dive-part-2-apls-to-apls-2b1fc7307629 …Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Well I guess that answers that! However, I *strongly* recommend that any
#geospatial or#microscopy#DataScientist explore the complementary domain - there’s a lot to learn there which you’ll never get from “standard” computer vision.Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Nick Weir proslijedio/la je Tweet
We partnered with
@orbital_insight to compare building coverage in OpenStreetMap with data they extracted from@planetlabs imagery in cities around Cambodia. Pretty nifty tool you can play with here: https://demos.azavea.com/orbital-insight-comparison/ …. More at Orbital's blog here: https://medium.com/@orbital_insight/building-footprint-comparison-in-cambodia-orbital-insight-and-openstreetmap-4ef23e4ec010 …pic.twitter.com/syRxOqSku6Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Nick Weir proslijedio/la je Tweet
We are hiring a Program Manager with geospatial/remote sensing experience in Berlin!
@UP42Officialhttps://up42gmbh.recruitee.com/o/program-manager-mfx …Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Nick Weir proslijedio/la je Tweet
@AdamVanEtten's blog post series analyzing the results from the#spacenet5 challenge is a must-read for those focused extracting route networks and routes from#remotesensing data such as satellite imagery.https://twitter.com/NickWeir09/status/1219288850872393730 …
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Headed by
@AdamVanEtten , the@CosmiqWorks team did an analysis on off-nadir road network extraction from#SpaceNet#satellite imagery using#machinelearning: https://arxiv.org/abs/2001.05923 . Interestingly, road extraxn off-nadir is better than building extraction at those angles.pic.twitter.com/ZzL27tJQhi
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“...for [
#SpaceNet6] scoring performance, only a subset of data will be available to participants to ultimately map buildings. We hope that...will incentivize new data fusion methods and other approaches such as domain adaptation. ”@JakeShermeyer,https://link.medium.com/XGaIO68tf3Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
"...many of the challenges with
#satellite imagery (i.e., relative size, number and variability of objects, size of images, lack of well labelled data) are true for#biological imaging, specifically#microscopy data."https://medium.com/the-downlinq/viewing-the-world-through-a-straw-3bff89a4bb4d …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
This post was a bit more technical than the last one, but we're considering really getting into the weeds on techniques developed in each field that might benefit the other (e.g. COGs and how they might help bio) - is there interest in this?
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