Embed2Scale project

GitHub - embed2scale/NeuCo-Bench: Welcome to NeuCo-Bench, a benchmarking framework for evaluating compressed embeddings on downstream tasks. Welcome to NeuCo-Bench, a benchmarking framework for evaluating compressed embeddings on downstream tasks. - embed2scale/NeuCo-Bench

📣 We are proud to announce NeuCo-Bench: a lightweight, task-driven benchmarking framework for compact Earth Observation embeddings.

📄 Explore the repo and get started: github.com/embed2scale/...

CVPR Challenge: www.grss-ieee.org/events/earth...

@euspa.bsky.social

25.06.2025 07:38 — 👍 1    🔁 0    💬 0    📌 0

📣 We are proud to announce NeuCo-Bench: a lightweight, task-driven benchmarking framework for compact Earth Observation embeddings.

📄 Explore the repo and get started: github.com/embed2scale/NeuCo-Bench

CVPR Challenge: www.grss-ieee.org/events/earth...

25.06.2025 07:37 — 👍 0    🔁 0    💬 0    📌 0

Embed2Scale to Present AI-Driven Earth Observation Research at ESA’s Living Planet Symposium 2025 We’re proud to announce that the Embed2Scale project will be strongly represented at the upcoming ESA Living Planet Symposium 2025 (LPS25), the international event gathering the Earth Observation comm...

We’re heading to #LPS25! 🌍 Join #Embed2Scale at
European Space Agency's Living Planet Symposium in Vienna (23–27 June) for talks on:

🛰️ AI compression
🌐 Foundation models
📡 SAR for maritime
🧠 Self-supervised learning
➕ An invited talk on #Copernicus & AI!👉 bit.ly/4lcawSp

@euspa.bsky.social‬

23.06.2025 08:05 — 👍 2    🔁 0    💬 0    📌 0

🌿 New research alert from #Embed2Scale ‼️

❓ How can we improve aboveground biomass mapping when only low-resolution data is available? 🛰️

📄 Read the publication: embed2scale.eu/download/gsr...

#EarthObservation #RemoteSensing #Biomass #Sentinel #AI4EO #Copernicus #GeospatialAI #ClimateData

05.06.2025 08:48 — 👍 0    🔁 0    💬 0    📌 0

Meet our team today for the 𝗘𝗦𝗔-𝗡𝗔𝗦𝗔 𝗪𝗼𝗿𝗸𝘀𝗵𝗼𝗽 𝗼𝗻 𝗙𝗼𝘂𝗻𝗱𝗮𝘁𝗶𝗼𝗻 𝗠𝗼𝗱𝗲𝗹𝘀 𝗳𝗼𝗿 𝗘𝗮𝗿𝘁𝗵 𝗢𝗯𝘀𝗲𝗿𝘃𝗮𝘁𝗶𝗼𝗻❗

Find us at 𝗥𝗼𝗼𝗺 𝟭𝟱𝟭𝟭𝟭:
🔹 12.15 𝗧𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺𝗶𝗻𝗴 𝗘𝗮𝗿𝘁𝗵 𝗢𝗯𝘀𝗲𝗿𝘃𝗮𝘁𝗶𝗼𝗻 𝘁𝗵𝗿𝗼𝘂𝗴𝗵 𝗔𝗜-𝗗𝗿𝗶𝘃𝗲𝗻 𝗗𝗮𝘁𝗮 𝗖𝗼𝗺𝗽𝗿𝗲𝘀𝘀𝗶𝗼𝗻 & 𝗖𝗼𝗹𝗹𝗮𝗯𝗼𝗿𝗮𝘁𝗶𝗼𝗻
🔹14:30 𝗘𝗮𝗿𝘁𝗵𝟮𝗩𝗲𝗰 𝗫𝗰𝗵𝗮𝗻𝗴𝗲: 𝗘𝗺𝗯𝗲𝗱𝗱𝗶𝗻𝗴𝘀 𝗳𝗼𝗿 𝗘𝗮𝗿𝘁𝗵 𝗢𝗯𝘀𝗲𝗿𝘃𝗮𝘁𝗶𝗼𝗻-𝗞𝗶𝗰𝗸-𝗢𝗳𝗳

@euspa.bsky.social

06.05.2025 09:52 — 👍 1    🔁 0    💬 0    📌 0

📢 #Embed2Scale takes the stage on 📅 𝟲 𝗠𝗮𝘆 at the
🔹 𝗘𝗦𝗔-𝗡𝗔𝗦𝗔 𝗪𝗼𝗿𝗸𝘀𝗵𝗼𝗽 🔹 to present our work on AI-powered compression for #EarthObservation data:

❇️ 𝗝𝗢𝗜𝗡 𝗨𝗦
👉 embed2scale.eu/2025/04/03/e...
📌 “𝗘𝗮𝗿𝘁𝗵𝟮𝗩𝗲𝗰 𝗫𝗰𝗵𝗮𝗻𝗴𝗲:
👉 embed2scale.eu/2025/05/01/e...

@euspa.bsky.social

#FoundationModels #GeospatialAI

02.05.2025 11:42 — 👍 1    🔁 0    💬 0    📌 0

📍 Live from #EGU25!

🔹 Great to see our partners Conrad Albrecht, Tim Reichelt, Erik Scheurer and Rikard V. presenting their research at the poster sessions in Vienna this week.

Discover more details on their poster sessions:
📎 embed2scale.eu/2025/03/20/t...

@euspa.bsky.social

#EarthObservation

29.04.2025 09:43 — 👍 2    🔁 0    💬 0    📌 0

🚀 𝗘𝗚𝗨 𝟮𝟬𝟮𝟱 𝗶𝘀 𝗼𝗻 ❗

🔹 Meet our partners Conrad Albrecht, Tim Reichelt, Erik Scheurer and Rikard V. to discuss on their presentations 👉 embed2scale.eu/2025/03/20/t... and anything about foundation models for climate & more ❗

#EGU2025 #EarthObservation #AI #GeospatialData

29.04.2025 08:18 — 👍 2    🔁 0    💬 0    📌 0

🔷 𝗘𝗺𝗯𝗲𝗱𝟮𝗦𝗰𝗮𝗹𝗲 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝗧𝗮𝗸𝗲𝘀 𝘁𝗵𝗲 𝗦𝘁𝗮𝗴𝗲 𝗮𝘁 𝗘𝗚𝗨 𝟮𝟬𝟮𝟱 🌏

As we gear up for #EGU25, we’re proud to spotlight the scientific contributions from the Embed2Scale consortium ❗

🛰️ embed2scale.eu/2025/03/20/t...

@euspa.bsky.social

16.04.2025 10:38 — 👍 2    🔁 0    💬 0    📌 1

🔹 𝗧𝗵𝗲 𝟮𝗻𝗱 𝗘𝗺𝗯𝗲𝗱𝟮𝗦𝗰𝗮𝗹𝗲 𝗻𝗲𝘄𝘀𝗹𝗲𝘁𝘁𝗲𝗿 𝗶𝘀 𝗼𝘂𝘁 ❗

🎯 Catch up on the latest updates, recent scientific publications & upcoming events 🌍

👉 Read the full newsletter here:
🔗 lnkd.in/eNnmwps9

@euspa.bsky.social

#AI #Embeddings #EarthObservation #GeospatialData #Research #EUProjects #HorizonEurope

09.04.2025 08:51 — 👍 1    🔁 0    💬 0    📌 0

🌍 𝗖𝗩𝗣𝗥 𝗘𝗮𝗿𝘁𝗵𝗩𝗶𝘀𝗶𝗼𝗻 𝗗𝗮𝘁𝗮 𝗖𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲 – 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝗽𝗵𝗮𝘀𝗲 𝗪𝗿𝗮𝗽-𝗨𝗽 ❗

✅ 36 registered teams
✅ 23 teams made a total of ✅ 463 submissions

👌 Huge thanks to all participants for their innovative contributions!

🔜 Next step:Testing phase 3-5 April!
👉 More info: lnkd.in/ejn4UEgd

@euspa.bsky.social

02.04.2025 08:04 — 👍 0    🔁 0    💬 0    📌 0

🚀 The #CVPR2025 #EarthVision Data Challenge has already started❗

Organized by #Embed2Scale, this challenge pushes the limits of lossy neural compression for geospatial analytics.

🔗 Join the challenge now: eval.ai/web/challeng...

euspa.bsky.social

17.03.2025 08:22 — 👍 0    🔁 0    💬 0    📌 0

🌍 Welcome to the official Bluesky account of #Embed2Scale!

We’re here to share our latest project updates.
For all past updates, you can check out our previous posts on X (x.com/Embed2Scale).

Stay tuned for more on our research, events & breakthroughs!

#EarthObservation #AI #HorizonEU

17.03.2025 08:08 — 👍 0    🔁 0    💬 0    📌 0