Top Tweets for #mltracking
I gave a talk on #MLTracking, & how @FathomNet + #PaulRoberts + #EricOrenstein + @imasmitja work enables human intervention during #AUV search & discovery missions for novel ocean life.
YouTube: https://t.co/asOaBut2Gg
πΉ @DanielsJoost
@BioinspirLab @MBARI_News #OSM2022 #OSM22
Yes, a little too busy with field work @MBNMS #MiniROV #MLTracking and @yorkschool spring break sprinkled in between. π Join us!!
Go away #squid! Squid arenβt in our #mltracking model, so they get tagged as beroe. Pretty solid detections (and later tracking) on this lobate ctenophore.
Here we go!!! Day of @BioinspirLab #ROVMiniROV operations in @MBNMS with @MontereyAq aquarists @medusivore onboard @MBARI_News #RVRachelCarson. See you soon #MossLanding. #mltracking @deepseabe
10/ #FathomNet Co-Founder and lead of @MBARI_News' @BioinspirLab @KakaniKatija says, "We hope that #FathomNet will unleash the power of #AI in the #ocean, enabling the future of #conservation, #exploration, and #discovery.β πΉ: @joostdaniels #MLTracking
@ErinBrowne13 @GlennJocher This is post data. Check out this hashtag #MLTracking for our real-time work.
A #siphonophore (Apolemia) during autonomous #MLTracking mode at 795 m in @MBNMS. #DOIGExpedition2021
6/n #MLTracking stereo cameras + algorithms integrate @FathomNet-trained #machinelearning models with vehicle controllers to enable long-duration automated tracking of deep sea animals. More about #MLTracking at https://t.co/oiBbDgwY2D. #DOIGExpedition2021
5/n Got cameras?! π We're throwing all our imaging systems at #ROVDocRicketts incl red=science/pilots, blue=#ROVVR, yellow=#MLTracking, purple=#EyeRIS, green=#DeepPIV. SO MUCH DATA!! #DOIGExpedition2021
Weβll be diving with a number of imaging systems all at the same time: science camera (red), #DeepPIV (green; v3 & v4), #EyeRIS (yellow), #MLTracking (blue), and (not shown) 4K zoom, #ROVVR. I think thatβs all, right @deepseabe?? π
Too true @Shermans_Lagoon!! π€£ That's why we're working on @FathomNet #MLTracking #DeployableAI. π @MBARI_News @WHOI @StanfordEng
What happens when we use vehicles like #Mesobot with #ArtificialIntelligence using training data from @FathomNet to search for, discover, and observe life in our planet's final frontier - the ocean's #midwaters??!! Stick around and find out. π #MLTracking πΉ
@DanelleCline
Tracking a lovely #solmissus #jellyfish now. π€©π One of the first animals I've ever SCUVA'd in the Adriatic, now here in @MBNMS. #MLTracking
SQUIDBOMB!!! @dianateuthis @SarahMackAttack will love this. Note how #MLTracking ignores this additional noise.
While 5/n is a view of a giant #larvacean #snotpalace through the lens of stereo cameras + #MLTracking, this is what the interior looks like thanks to laser-based imaging #DeepPIV. οΏ½οΏ½π€© 5.1/n
We use #MiniROV as a development testbed (both at-sea and test tank) for all sorts of developments at @MBARI_News @BioinspirLab, like #Mesobot cameras, algorithms, #MLTracking, #DeepPIV, #EyeRIS. 4/n
Today we're testing our #MLTracking algorithms, where a #machinelearning classifier is integrated into the #MiniROV controller. We're using our #midwater classifier, which was published in @wacv2021 https://t.co/j1x1fYoBkY to distinguish between all sorts of animals.
9/n Yesterday's superstar performer, an Erenna #siphonophore, accompanied by a #squid. ROV science camera footage (monochrome) along with #MLTracking view. We tracked this individual > 1 hr before moving on.
8/n I was too excited to post updates earlier. π₯³π€© Hereβs #ROVMiniROV during launch from @MBARI_Newsβ #RVRachelCarson in @MBNMS during @BioinspirLabβs dive #2 in the series. π· @DanielsJoost. #MLTracking #NSFfunded @NSF
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