Jonathan Sauder 🇪🇺🇺🇦
@josauder
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PhD Student @EPFL and @TRSC_org Deep Learning | 3D Vision | Underwater SLAM | AI for Conservation
Lausanne, Switzerland
Joined March 2016
RT @redstone_hong: Great work! But these kind of SfM/SLAM papers should visualize the accumulated 3D outputs. Showing per-frame 3D can be m….
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RT @Vinc3nt_Leroy: RGB-SLAM becomes a single forward through the network with no optimization needed. We still need to only keep keyframes….
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The most fun image & video creation tool in the world is here. Try it for free in the Grok App.
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RT @GermanyDiplo: @SecRubio This is democracy. This decision is the result of a thorough & independent investigation to protect our Constit….
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We're looking for a motivated PhD student to join the ECEO Lab (@devistuia) at EPFL Valais to work on multi-modal foundation models for earth observation! 🌍🛰️💻🤓 .
careers.epfl.ch
PhD - Multi-Modal Foundation Models for Earth Observation
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Here's the link to the quick and dirty script to do this:
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Using the Coralscapes dataset, it becomes easy to transfer semantic information directly into 3D point clouds! Here's an example of a few images from a simple camera being used to make a semantic point cloud of an entire transect! #deeplearning #ai #coral #ai4conservation
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This has been a colossal effort from the team: data acquisition, 1500+ hours of expert annotation, and benchmarking! 🤓. A big thank you to my co-authors @Viktor_Do_, Guilhem Banc-Prandi, Gabriela Perna, Anders Meibom, @devistuia, and all members and partners of the @trsc_org!.
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More details in the pre-print: Coral reefs are under unprecedented threat, and monitoring is crucial to devising and assessing effective conservation strategies. Automated coral surveys based on computer vision have potential to scale monitoring up!.
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Project website: w/ code, pre-trained models, and the download. Coralscapes is deliberately designed to follow the structure of Cityscapes, facilitating the use of state-of-the-art semantic segmentation neural networks in a challenging ecological domain!.
josauder.github.io
The Coralscapes Dataset: Semantic Scene Understanding in Coral Reefs
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New pre-print: .The Coralscapes dataset for semantic scene understanding in coral reefs! 🤿🪸🎥🐟🐠🐡. Coralscapes is the first dataset consistently annotated for general-purpose semantic segmentation in reefs, spanning 174k segmentation masks of 39 benthic classes on 2074 images
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RT @prem_thakker: So the position of the Trump-Vance administration — and every member of Congress unless they explicitly say otherwise — i….
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So. uhh. is anybody going to actually do anything meaningful about this?. Or is it the new normal in the U.S. that those with legal status will be roughed up due to exercising their right to free speech?.
Massachusetts has been welcoming students and immigrants for four centuries. The footage I saw today of Tufts graduate student Rumeysa Ozturk being detained by masked officers is contrary to that tradition. Ms. Ozturk has no reported record of violence or harassment; she did.
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RT @MethodsEcolEvol: As a shortlisted author for our 2024 Robert May prize, we asked @josauder some questions on his research and journey i….
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RT @TheDailyShow: Fun Fact: Democrats are wearing pink tonight as a symbolic protest against people who want them to do something meaningful.
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What will it take for America to finally stand up?.
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RT @whstancil: It would take seven patriotic Republicans to stop this. Only seven. And we can’t even find one.
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RT @kajakallas: Ukraine is Europe! .We stand by Ukraine. We will step up our support to Ukraine so that they can continue to fight back t….
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RT @_FriedrichMerz: Dear Volodymyr @zelenskyyua, we stand with #Ukraine in good and in testing times. We must never confuse aggressor and v….
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RT @EmmanuelMacron: Il y a un agresseur : la Russie. Il y a un peuple agressé : l'Ukraine. Nous avons tous eu raison d'aider l'Ukraine et….
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