@MagicBathy is funded under @HorizonEU PFs @MSCActions GA101063294 for #AI based #ocean #mapping. Related tweets reflect only the views of the project owner.

Technische Universität Berlin
Joined April 2022
MagicBathy (Multimodal multitAsk learninG for MultIsCale BATHYmetric mapping in shallow waters) is an @HorizonEU 🇪🇺@MSCActions Project, aiming to create an advanced deep learning framework for lowcost shallow water mapping using single UAV and satellite imagery!🛰️🌍🌊
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New paper from @MagicBathy Project!
🌊🌍🛰️✨ Super excited to share our latest paper “Seabed-Net: A multi-task network for joint bathymetry estimation and seabed classification from remote sensing imagery in shallow waters” published in ISPRS Journal of Photogrammetry & Remote Sensing! sciencedirect.com/science/ar…
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MagicBathy EU Project 🛰🌍🌊✨ retweeted
🌊✨Excited to share that our paper "Sea-Undistort: A Dataset for Through-Water Image Restoration in High Resolution Airborne Bathymetric Mapping" has been accepted in IEEE GRSL! 📂 Dataset, code & weights: magicbathy.eu/Sea-Undistort.… 📖 Preprint: arxiv.org/abs/2508.07760
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New paper from @MagicBathy Project!
🌊🌍🛰️✨Excited to share our new paper, “Deep learning-based #bathymetry retrieval without in-situ depths using remote sensing imagery and #SfM-#MVS DSMs with data gaps,” in ISPRS Journal of #Photogrammetry & #Remote #Sensing! 📄 Paper: lnkd.in/eAuw4c47
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MagicBathy EU Project 🛰🌍🌊✨ retweeted
Replying to @MagicBathy
@MagicBathy is thrilled to participate in the #ScienceIsWonderful 2025 event, showcasing our cutting-edge research in #seabed and #underwater mapping! 🚀🌊 Join us as we dive into the fascinating world of remote sensing, #AI, and #3D computer vision! 🌎💡
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Thanks @bifoldberlin for hosting, supporting, and sharing! 🌊💡 More to come! 🛰️✨#EU #MSCA #Project #Mapping #Ocean #ShallowWater
🌊 Introducing #MagicBathyNet — the first public dataset for bathymetric & semantic mapping using air/satellite images 🌍 Developed by Dr. Panagiotis Agrafiotis 🔹Cost-effective 🔹Frequent & consistent mapping Link: bifold.berlin/news-events/ne… #SeabedMapping #AIForGood #EO
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🚀MagicBathyNet features this unique region across multiple modalities: aerial imagery, SPOT-6, and Sentinel-2 multispectral data! Dive in and enhance your research on #bathymetry prediction and pixel-based #seabed classification with our dataset! magicbathy.eu/magicbathynet.…
On the northern coast of Poland lies the Hel Peninsula, a 35-kilometre-long sand bar extending into the Baltic Sea, which is visible in this Copernicus Sentinel-2 image acquired on 14 May 2024. Read more: copernicus.eu/en/media/image…
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MagicBathy EU Project 🛰🌍🌊✨ retweeted
📢BIFOLD researchers presented 4 papers at IGARRS2024. The BigEarth group, chaired by Begüm Demir, focuses on fundamental research at the intersection of data management and machine learning for Earth 🌍observation. Learn more👉rb.gy/wwkuc1
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MagicBathy EU Project 🛰🌍🌊✨ retweeted
📢JUST ANNOUNCED: Flagship #OceanDecade initiative @seabed2030 announces latest ocean floor mapping progress on #WorldHydrographyDay. This global effort to uncover the Earth’s final frontier has made remarkable marine discoveries possible. Read more: ow.ly/iYt450SncQJ
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MagicBathy EU Project 🛰🌍🌊✨ retweeted
AI for young researcher: BIFOLD at #LN8dW. On June 2nd, 2024, from 5 PM BIFOLD invites children aged 9 to 15, along with their families, to join in a captivating digital scavenger hunt. Experience a hands-on introduction to #AI, #ML, & #DM. More: bifold.berlin/news-events/ev…
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MagicBathy EU Project 🛰🌍🌊✨ retweeted
🎉We've just released MagicBathyNet! This benchmark dataset includes Sentinel-2, SPOT-6, and aerial imagery, bathymetry, and annotations of seabed classes. Created as part of the @MagicBathy @MSCA #EU project 🛰🌍🌊 Dataset, pre-trained weights, and code: magicbathy.eu/magicbathynet.…
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Thrilled to have @MagicBathy presented to over 40 cultural heritage professionals during 2024 #CIPA Summer School in Rhodes, Greece, engaging discussions on its AI-based seabed mapping solutions and their applicability for submerged CH mapping! #CulturalHeritage #AI #EUProject
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MagicBathy EU Project 🛰🌍🌊✨ retweeted
#ImageOfTheDay #Oceans in the northern hemisphere are full of activity at this time of the year, generating beautiful phytoplankton blooms visible from space A large #phytoplankton bloom 🟢🔵 occurring west of France is visible in this #Sentinel2 🇪🇺🛰️ image from 11 May
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MagicBathy EU Project 🛰🌍🌊✨ retweeted
#Eyecandy Review with us a wonderful evening at the Zeiss-Großplanetarium in Berlin at bifold.berlin/news-events/ne… Through three engaging lectures, scientists from @NASA , the Planetarium Berlin, and BIFOLD explained the significance of satellite images and modern AI techniques. – at Berlin, Germany
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MagicBathy EU Project 🛰🌍🌊✨ retweeted
The 5th 🪸 coral bleaching event in 8 years is a reality Ocean temperatures are rising causing biodiversity degradation @CopernicusEU #Sentinel2 acquired this image of the reefs near 🇦🇺 Discover how we work to protect Europe's ocean, seas and coasts 👉 europa.eu/!vwx7Nd
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MagicBathy EU Project 🛰🌍🌊✨ retweeted
Last week I talked in the “SMART SKY: TRANSFORMING EARTH OBSERVATION THROUGH AI” event organized by @bifoldberlin & Zeiss-Großplanetarium in Berlin. It was such a faschinating experience to share my research in the context of @MagicBathy #MSCA #EUProject on the Planetarium dome!
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On #WorldWaterDay, we're committed to developing technology to safeguard our valuable resource. In @MagicBathy #MSCA, we're using #AI frameworks to #map shallow waters affordably, contributing to #Ocean conservation efforts amidst the climate crisis #HorizonEU #GreatBarrierReef
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Join us to see our #deeplearning methods for #bathymetry and #pixel-level #classification developed in the context of @MagicBathy #EU project applied on fascinating satellite images of the #Oceans! 🌊🛰🌎
Join our Live Talk: “SMART SKY: TRANSFORMING EARTH OBSERVATION THROUGH AI”. March 19, 2024. Zeiss-Großplanetarium. Speakers: Anna Green (Stiftung Planetarium Berlin), Manil Maskey (NASA), Panagiotis Agrafiotis (TU Berlin/BIFOLD). planetarium.berlin/en/events…
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MagicBathy EU Project 🛰🌍🌊✨ retweeted
Take a seat at the Zeiss-Großplanetarium in Berlin and join the BIFOLD Live Talk "Smart Sky: Transforming Earth Observation through AI." Date: Tuesday, March 19, 2024 Start: 7 pm Age: from 14 years Tickets: Free of charge. No registration is required. planetarium.berlin/en/events… – at Berlin, Germany
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MagicBathy EU Project 🛰🌍🌊✨ retweeted
#DYK? #Copernicus #Sentinel2 🇪🇺🛰️ and #Sentinel3 🇪🇺🛰️ #OpenData provides accurate information on water quality across the world More at 🔗 marine.copernicus.eu/news/ma… ⬇️The Yellow Sea as seen by Sentinel-2 on 14 February
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A very informative and useful webinar for collecting, submitting and optimizing data flow to @EMODnet today! Thanks for organizing it!
Join us for the "EMODnet for Horizon Europe and EU Mission: Restore our Ocean and Waters projects" webinar, where we will focus on streamlining data submission, guiding data collection, optimizing data flow to EMODnet! Email secretariat@emodnet.eu for registration details.
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