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Ben Williams
@BenWilliamsSci
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@UCL & @ZSLScience PhD student 🌊 #AI for #coralreefs 🪸With @TheFSBI, @MarsGlobal’s https://t.co/bOWXh0LPor & @GoogleDeepMind 🧠
London
Joined June 2019
Excited, humbled and terrified to share I will be giving an upcoming @tedxlondon talk this January at @HackneyEmpire 🙌 Amongst an incredible lineup, I will be speaking on how #AI can be a force for good in the fight to protect coral reefs🪸
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Getting excited for this weekend with @tedxlondon 🙌
Our AMAZING lineup for TEDxLondon Festival Of Ideas @TinukeAwe & Clotilde Abe, @JodieMitchell_ , Sophie Morgan, André Anderson, @jolyonmaugham, @natmc, Sangeetha Iengar, @BenWilliamsSci, @MrNishKumar, @shehadaalaa , Hackney Empire Creative Futures, Kiana Hayeri, @adamjkucharski
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Our new paper out today led by @EmmaFishGal check it out 👇
🚨NEW paper🚨 out TODAY - the 1st from the brilliant #PhD of @EmmaFishGal 👏🍾🥇 Field #experiment showing coral reef nightlife becomes more predatory with light #pollution
@GlobalChangeBio w/ @SuzanneCMills @r_beldade @jules_schligler @DrSteveSimpson
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RT @Dwarf_Mongoose: 🚨NEW paper🚨 out TODAY - the 1st from the brilliant #PhD of @EmmaFishGal 👏🍾🥇 Field #experiment showing coral reef night…
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This is the next big thing in reef science coming sooner or later, and I’m betting on sooner!! Thoroughly encourage anyone to click the link and take a look🔬Soon making high res 3D models of large scale reef sites will be standard for these habitats 🪸
Let's gooo!! 🌎 Try our 3D "Street View for Coral Reefs" prototype 2.0! 🪸 We did it! Today we've hit a new milestone! It's been a long journey, but we're one step closer.. We have a 50x times larger 3D Gaussian Splatting model now, covering over 1000 sq meters of corals. So stoked to tell you \o/ 🔵 Why? Coral Reefs are so precious, beautiful, incredibly complex and threatened ecosystems. They are dying fast.. But there's a way to protect and restore them! A lot of amazing people fighting for their life. We need to understand deeply how Coral Reefs function, what methods work, what don't, to coordinate precise action. They are a key to protect and restore other ecosystems. That's why we're building a digital twin of coral reef ecosystems -- our first product. 🔵 -- today you can try our second scrappy prototype (20% done) -- works best from computer. 🔵 What you see: it's a 3D "Street View" for Coral Reefs. Someone swam around a reef with a few GoPros, and you can now see high-res photorealistic 3D model of coral reef in the browser! It's a super cheap way of monitoring. Soon you will fly over square kilometres of reefs and see them in centimetre resolution. You can compare reefs in different countries and see how they evolve over time, easy way of getting rid of biases in data. 🔵 The prototype is terrible. Still work in progress (20%), just another sneak peek. We're moving fast and testing one hypothesis after another. Right now we still don't have a smooth progressive loading, there are some wacky splats here and there. 🔵 But it's already much better. This time we used 8382 images from GoPro 10 (instead of 70) and trained over 25x50m model (last time it was about 5x5 m). We respect correct geometry from Metashape (classical photogrammetry tools). Centimetre resolution! I think it's still the best in the world quality you can find. 🔵 Next steps: 3D time-series data (see how coral used to look like 3 months ago), 3D segmentation models, classifying coral species, adding other modalities (acoustics, eDNA, geospatial)... Allowing anyone to run analytics against all our data... Foundation models for biodiversity... Becoming the first generation that actually leaves behind nature better than we found it! 🪸 🔵 This version of a prototype wouldn't happen without these incredible people: - @BenWilliamsSci -- it's all Ben's fault I'm doing this now, his idea and support - @jtlrocketman -- Metashape/photogrammetry support - Greg Tkachenko -- powerful compute cluster - @rindahvida, @TimACLamont, @shebahopegrows Mars BuildingCoral team -- collecting the data, doing scientific research and restoring this reef you see - and many many more fantastic people! We've got terabytes of data from multiple orgs, now scaling the compute and processes. Soon you can play with more and more coral reefs! What a time to be alive! \o/
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@ReefConsUK registration is now open! Can’t wait to host back at @zsllondonzoo this year 🙌
Registration is now open for #RCUK2024! Join us on Saturday Nov 30th at @ZSL, more details on our website 🐠🪸
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Excited to be talking at this event on Friday! Come on over to @ucl’s @GrantMuseum in Bloomsbury for an epic evening of coral reef science and art 🪸
Last few spaces available! Join us on 25 October for an evening of poetry, music and marine science exploring coral reefs, their extraordinary biodiversity, and the threats they face.
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RT @GrantMuseum: Last few spaces available! Join us on 25 October for an evening of poetry, music and marine science exploring coral reefs,…
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RT @nozdrenkov: Try our 3D "Street View for Coral Reefs" prototype (3D Gaussian splatting)! We've hit a new milestone today! A small step…
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Lots of stories to share from my time at @ucl & @zsl with the @TheFSBI, @ExeterMarine, @GoogleDeepMind and the team 🇬🇧🇺🇸🇮🇩
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RT @rindahvida: 🚨 Exciting News! Our paper, Impacts of ‘Reef Star’ Coral Restoration on Multiple Metrics of Habitat Complexity, is now publ…
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Our new paper measuring large-scale #coralreef restoration success using 3D modelling is out now! Read the summary here 👇 An excellent piece of work led by our Indonesian collaborators at the @MarsGlobal project 🪸🐠
Researchers are using cutting-edge technology to create huge digital 3D models of coral reefs to help research and revive them. @rindahvida, @TriesRazak and @TimACLamont explain their methods in the Conversation @LancsUniLEC @lecreefs
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Brilliant new article by @Bloomberg on the work I did with the @GoogleDeepMind team using #AI to study #coralreefs 🧠🪸🐠 Continues to be a very cool PhD at @ucl with the @TheFSBI 🙌
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RT @ReefConsUK: Call for abstracts for #RCUK2024 is now open! Deadline 15th September 2024. See all details - and don’t forget to sign up f…
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Thank you Sergei for doing such a great job putting this together 🙌
Interview with @BenWilliamsSci on saving coral reefs using AI and bioacoustics: Ben is a brilliant PhD researcher at the @ucl and @OfficialZSL, specialising in using AI for coral reef health. He works on the largest coral reef restoration project in the world, operated by Mars (. Together with @GoogleDeepMind he developed SurfPerch, an innovative foundation bioacoustics model designed to monitor the health of coral reefs by listening to their audio. Ben's research includes fieldwork in Indonesia, and creating systems to detect and stop destructive blast fishing. Join us to learn how AI is transforming coral reef conservation with Ben Williams 🪸🪸🪸
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Check out the work from my time with DeepMinds in-house bioacoustics team 🙌
Our AI tool SurfPerch uses sounds to monitor coral reef health. 🪸 Trained with help from citizen scientists and birdsong, it can analyze underwater audio to quickly assess reef biodiversity - even surveying them at night and in murky waters. Find out more ↓
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New podcast episode featuring myself @jtlrocketman and @JohnStudioJZ from Datascape Realities on reefs in VR 🥽
New #ZSLWildScience episode out now! 📢 Ever thought about what sound a #coralreef makes? Or wondered how #virtualreality can help us conserve species we rarely get chance to see? Well do we have answers for you! Listen now, wherever you get your podcasts 🎙️
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