MagicBathy EU Project 🛰🌍🌊✨

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

[MagicBathy EU Project 🛰🌍🌊✨ @MagicBathy]

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!🛰️🌍🌊

[MagicBathy EU Project 🛰🌍🌊✨ @MagicBathy]

New paper from @MagicBathy Project!

[Panagiotis Agrafiotis @PAgrafiotis]

🌊🌍🛰️✨ 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!
https://t.co/kWglFXzUaC

[Panagiotis Agrafiotis @PAgrafiotis]

🌊✨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: https://t.co/52dYtRHYRX
📖 Preprint: https://t.co/q24hBtzVls

[MagicBathy EU Project 🛰🌍🌊✨ @MagicBathy]

New paper from @MagicBathy Project!

[Panagiotis Agrafiotis @PAgrafiotis]

🌊🌍🛰️✨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: https://t.co/NYaMywDv4l

[Panagiotis Agrafiotis @PAgrafiotis]

@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! 🌎💡

[MagicBathy EU Project 🛰🌍🌊✨ @MagicBathy]

Thanks @bifoldberlin for hosting, supporting, and sharing! 🌊💡 More to come! 🛰️✨#EU #MSCA #Project #Mapping #Ocean #ShallowWater

[BIFOLD @bifoldberlin]

🌊 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: https://t.co/iRiUTPhQKa

#SeabedMapping #AIForGood #EO

[MagicBathy EU Project 🛰🌍🌊✨ @MagicBathy]

🚀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! https://t.co/fL6sGPhASU

[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:
https://t.co/czT10pIUcY

[BIFOLD @bifoldberlin]

📢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👉https://t.co/bnN5CTJ35A

[UN Ocean Decade @UNOceanDecade]

📢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: https://t.co/sVcmyqPJl5

[BIFOLD @bifoldberlin]

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: https://t.co/dz6YtH3icm

[Panagiotis Agrafiotis @PAgrafiotis]

🎉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: https://t.co/4RdU2gu4Su

[MagicBathy EU Project 🛰🌍🌊✨ @MagicBathy]

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

[Copernicus EU @CopernicusEU]

#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

[BIFOLD @bifoldberlin]

#Eyecandy Review with us a wonderful evening at the Zeiss-Großplanetarium in Berlin at https://t.co/FHSuxfwZpf

Through three engaging lectures, scientists from @NASA , the Planetarium Berlin, and BIFOLD explained the significance of satellite images and modern AI techniques.

[EU Environment @EU_ENV]

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 👉 https://t.co/SJOGKPy70P

[Panagiotis Agrafiotis @PAgrafiotis]

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!

[MagicBathy EU Project 🛰🌍🌊✨ @MagicBathy]

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

[MagicBathy EU Project 🛰🌍🌊✨ @MagicBathy]

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! 🌊🛰🌎

[BIFOLD @bifoldberlin]

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).
https://t.co/2430lRrYgH

[BIFOLD @bifoldberlin]

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.
https://t.co/2430lRrYgH

[Copernicus EU @CopernicusEU]

#DYK?

#Copernicus #Sentinel2 🇪🇺🛰️ and #Sentinel3 🇪🇺🛰️ #OpenData provides accurate information on water quality across the world

More at 🔗 https://t.co/6UzuS2SYtq

⬇️The Yellow Sea as seen by Sentinel-2 on 14 February

[MagicBathy EU Project 🛰🌍🌊✨ @MagicBathy]

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 [email protected] for registration details.