MagicBathy EU Project ๐Ÿ›ฐ๐ŸŒ๐ŸŒŠโœจ

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MagicBathy EU Project ๐Ÿ›ฐ๐ŸŒ๐ŸŒŠโœจ banner
MagicBathy EU Project ๐Ÿ›ฐ๐ŸŒ๐ŸŒŠโœจ

MagicBathy EU Project ๐Ÿ›ฐ๐ŸŒ๐ŸŒŠโœจ

@MagicBathy

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

Technische Universitรคt Berlin ๊ฐ€์ž…์ผ Nisan 2022
52 ํŒ”๋กœ์ž‰27 ํŒ”๋กœ์›Œ
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MagicBathy EU Project ๐Ÿ›ฐ๐ŸŒ๐ŸŒŠโœจ
MagicBathy EU Project ๐Ÿ›ฐ๐ŸŒ๐ŸŒŠโœจ@MagicBathyยท
MagicBathy (Multimodal multitAsk learninG for MultIsCale BATHYmetric mapping in shallow waters) is an @HorizonEU ๐Ÿ‡ช๐Ÿ‡บ@MSCActions Project, aiming to create an advanced deep learning framework for lowcost shallow water mapping using single UAV and satellite imagery!๐Ÿ›ฐ๏ธ๐ŸŒ๐ŸŒŠ
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MagicBathy EU Project ๐Ÿ›ฐ๐ŸŒ๐ŸŒŠโœจ
MagicBathy EU Project ๐Ÿ›ฐ๐ŸŒ๐ŸŒŠโœจ@MagicBathyยท
New paper from @MagicBathy Project!
Panagiotis Agrafiotis@PAgrafiotis

๐ŸŒŠ๐ŸŒ๐Ÿ›ฐ๏ธโœจ Super excited to share our latest paper โ€œSeabed-Net: A multi-task network for joint bathymetry estimation and seabed classification from remote sensing imagery in shallow watersโ€ published in ISPRS Journal of Photogrammetry & Remote Sensing! sciencedirect.com/science/articlโ€ฆ

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MagicBathy EU Project ๐Ÿ›ฐ๐ŸŒ๐ŸŒŠโœจ ๋ฆฌํŠธ์œ—ํ•จ
Panagiotis Agrafiotis
Panagiotis Agrafiotis@PAgrafiotisยท
๐ŸŒŠโœจExcited 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! ๐Ÿ“‚ Dataset, code & weights: magicbathy.eu/Sea-Undistort.โ€ฆ ๐Ÿ“– Preprint: arxiv.org/abs/2508.07760
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MagicBathy EU Project ๐Ÿ›ฐ๐ŸŒ๐ŸŒŠโœจ ๋ฆฌํŠธ์œ—ํ•จ
Panagiotis Agrafiotis
Panagiotis Agrafiotis@PAgrafiotisยท
@MagicBathy is thrilled to participate in the #ScienceIsWonderful 2025 event, showcasing our cutting-edge research in #seabed and #underwater mapping! ๐Ÿš€๐ŸŒŠ Join us as we dive into the fascinating world of remote sensing, #AI, and #3D computer vision! ๐ŸŒŽ๐Ÿ’ก
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MagicBathy EU Project ๐Ÿ›ฐ๐ŸŒ๐ŸŒŠโœจ
MagicBathy EU Project ๐Ÿ›ฐ๐ŸŒ๐ŸŒŠโœจ@MagicBathyยท
Thanks @bifoldberlin for hosting, supporting, and sharing! ๐ŸŒŠ๐Ÿ’ก More to come! ๐Ÿ›ฐ๏ธโœจ#EU #MSCA #Project #Mapping #Ocean #ShallowWater
BIFOLD@bifoldberlin

๐ŸŒŠ Introducing #MagicBathyNet โ€” the first public dataset for bathymetric & semantic mapping using air/satellite images ๐ŸŒ Developed by Dr. Panagiotis Agrafiotis ๐Ÿ”นCost-effective ๐Ÿ”นFrequent & consistent mapping Link: bifold.berlin/news-events/neโ€ฆ #SeabedMapping #AIForGood #EO

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MagicBathy EU Project ๐Ÿ›ฐ๐ŸŒ๐ŸŒŠโœจ
MagicBathy EU Project ๐Ÿ›ฐ๐ŸŒ๐ŸŒŠโœจ@MagicBathyยท
๐Ÿš€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.โ€ฆ
Copernicus EU@CopernicusEU

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/imageโ€ฆ

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BIFOLD
BIFOLD@bifoldberlinยท
๐Ÿ“ขBIFOLD researchers presented 4 papers at IGARRS2024. The BigEarth group, chaired by Begรผm Demir, focuses on fundamental research at the intersection of data management and machine learning for Earth ๐ŸŒobservation. Learn more๐Ÿ‘‰rb.gy/wwkuc1
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UN Ocean Decade
UN Ocean Decade@UNOceanDecadeยท
๐Ÿ“ขJUST ANNOUNCED: Flagship #OceanDecade initiative @seabed2030 announces latest ocean floor mapping progress on #WorldHydrographyDay. This global effort to uncover the Earthโ€™s final frontier has made remarkable marine discoveries possible. Read more: ow.ly/iYt450SncQJ
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BIFOLD
BIFOLD@bifoldberlinยท
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/evโ€ฆ
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Panagiotis Agrafiotis
Panagiotis Agrafiotis@PAgrafiotisยท
๐ŸŽ‰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 ๐Ÿ›ฐ๐ŸŒ๐ŸŒŠ Dataset, pre-trained weights, and code: magicbathy.eu/magicbathynet.โ€ฆ
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Copernicus EU
Copernicus EU@CopernicusEUยท
#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 ๐ŸŸข๐Ÿ”ต occurring west of France is visible in this #Sentinel2 ๐Ÿ‡ช๐Ÿ‡บ๐Ÿ›ฐ๏ธ image from 11 May
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BIFOLD
BIFOLD@bifoldberlinยท
#Eyecandy Review with us a wonderful evening at the Zeiss-GroรŸplanetarium in Berlin at bifold.berlin/news-events/neโ€ฆ Through three engaging lectures, scientists from @NASA , the Planetarium Berlin, and BIFOLD explained the significance of satellite images and modern AI techniques.
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EU Environment
EU Environment@EU_ENVยท
The 5th ๐Ÿชธ 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 ๐Ÿ‡ฆ๐Ÿ‡บ Discover how we work to protect Europe's ocean, seas and coasts ๐Ÿ‘‰ europa.eu/!vwx7Nd
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Panagiotis Agrafiotis
Panagiotis Agrafiotis@PAgrafiotisยท
Last week I talked in the โ€œSMART SKY: TRANSFORMING EARTH OBSERVATION THROUGH AIโ€ event organized by @bifoldberlin & Zeiss-GroรŸplanetarium 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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MagicBathy EU Project ๐Ÿ›ฐ๐ŸŒ๐ŸŒŠโœจ@MagicBathyยท
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! ๐ŸŒŠ๐Ÿ›ฐ๐ŸŒŽ
BIFOLD@bifoldberlin

Join our Live Talk: โ€œSMART SKY: TRANSFORMING EARTH OBSERVATION THROUGH AIโ€. March 19, 2024. Zeiss-GroรŸplanetarium. Speakers: Anna Green (Stiftung Planetarium Berlin), Manil Maskey (NASA), Panagiotis Agrafiotis (TU Berlin/BIFOLD). planetarium.berlin/en/events/smarโ€ฆ

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BIFOLD
BIFOLD@bifoldberlinยท
Take a seat at the Zeiss-GroรŸplanetarium 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/smarโ€ฆ
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MagicBathy EU Project ๐Ÿ›ฐ๐ŸŒ๐ŸŒŠโœจ
MagicBathy EU Project ๐Ÿ›ฐ๐ŸŒ๐ŸŒŠโœจ@MagicBathyยท
A very informative and useful webinar for collecting, submitting and optimizing data flow to @EMODnet today! Thanks for organizing it!
EMODnet@EMODnet

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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ํƒ์ƒ‰

@bifoldberlin @seabed2030 @MSCA @NASA @CopernicusEU @EMODnet @elonmusk @BarackObama