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Robin Cole

robmarkcole

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robmarkcole's activity

Reacted to mikonvergence's post with ❤️ 3 months ago

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2202

𝐍𝐞𝐰 𝐑𝐞𝐥𝐞𝐚𝐬𝐞: 𝐌𝐚𝐣𝐨𝐫 𝐓𝐎𝐌 𝐃𝐢𝐠𝐢𝐭𝐚𝐥 𝐄𝐥𝐞𝐯𝐚𝐭𝐢𝐨𝐧 𝐌𝐨𝐝𝐞𝐥 𝐄𝐱𝐩𝐚𝐧𝐬𝐢𝐨𝐧 🗺️

Dataset: Major-TOM/Core-DEM

Today with European Space Agency - ESA and Adobe Research, we release a global expansion to Major TOM with GLO-30 DEM data.

You can now instantly access nearly 2M of Major TOM samples with elevation data to build your next AI model for EO. 🌍

🔍 Browse the data in our usual viewer app: Major-TOM/MajorTOM-Core-Viewer

Fantastic work championed by Paul Borne--Pons @NewtNewt 🚀

Reacted to mikonvergence's post with 🔥 5 months ago

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1470

𝗠𝗮𝗷𝗼𝗿 𝗧𝗢𝗠: 𝗣𝗹𝗮𝗻𝗲𝘁 𝗘𝗮𝗿𝘁𝗵 𝗶𝘀 𝗯̶𝗹̶𝘂̶𝗲̶ 𝟱.𝟰𝟬𝟱 𝗚𝗛𝘇

🚨 EXPANSION RELEASE: 𝗦𝗲𝗻𝘁𝗶𝗻𝗲𝗹-𝟭 𝗶𝘀 𝗻𝗼𝘄 𝗮𝘃𝗮𝗶𝗹𝗮𝗯𝗹𝗲 in the MajorTOM-Core!
Major-TOM/Core-S1RTC

🏎 Together with @aliFrancis we've been racing to release the first official expansion to the Major TOM project.

MajorTOM-Core-S1RTC contains 1,469,955 of SAR images paired to Sentinel-2 images from Core-S2.

🔍We cover more than 65% of the optical coverage with an average time shift of 7 days.

16 TB of radiometrically calibrated SAR imagery, available in the exact same format as the existing Major-TOM data.

🗺️ You can explore instantly in our viewing app:
Major-TOM/MajorTOM-Core-Viewer

So, what now?

🧱 𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐭𝐲 𝐆𝐫𝐨𝐰𝐭𝐡: our community continues to grow! To coordinate the upcoming expansions as well as use cases of the open data, we will organise a meet up on 23 April, you can 𝐫𝐞𝐠𝐢𝐬𝐭𝐞𝐫 𝐲𝐨𝐮𝐫 𝐢𝐧𝐭𝐞𝐫𝐞𝐬𝐭 here: https://forms.gle/eBj8JvibJx9b6PLf9

🚂 𝐎𝐩𝐞𝐧 𝐃𝐚𝐭𝐚 𝐟𝐨𝐫 𝐎𝐩𝐞𝐧 𝐌𝐨𝐝𝐞𝐥𝐬: Major-TOM Core dataset is currently supporting several strands of ongoing research within and outwith our lab and we are looking forward to the time when we can release models that take advantage of that data! https://huggingface.co/Major-TOM

📌 𝐏𝐨𝐬𝐭𝐞𝐫 𝐚𝐭 𝐈𝐆𝐀𝐑𝐒𝐒: We will present Major TOM project as a poster at IGARSS in Athens (July) - come talk to us if you're there! You can access the paper here: Major TOM: Expandable Datasets for Earth Observation (2402.12095)

🌌 Developed at European Space Agency Φ-lab in partnership with Hugging Face

posted an update 9 months ago

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As promised, a video on the new Major TOM dataset on HF: https://youtu.be/KonWxQ1mCpA?si=tp3Cz6-F0exfgdx3

If you prefer audio, there is a podcast too: https://www.satellite-image-deep-learning.com/p/major-tom-expandable-eo-datasets

I think this is just the start for remote sensing datasets on HuggingFace..!

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posted an update 9 months ago

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Huge new dataset for remote sensing on HF: Major TOM

More info in this thread https://x.com/mikonvergence/status/1764913256102031402?s=20

Note: video coming soon

1 reply

posted an update 10 months ago

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I've just published the 23rd edition of the satellite-image-deep-learning newsletter to 8,188 subscribers

This edition: METEOR, Seeing the roads through the trees 🌴, A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection & Globe230k dataset

https://www.satellite-image-deep-learning.com/p/new-discoveries-23

Reacted to abhishek's post with ❤️ 10 months ago

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Happy to announce, brand new, open-source Hugging Face Competitions platform 🚀 Now, create a machine learning competition for your friends, colleagues or the world for FREE* and host it on Hugging Face: the AI community building the future. Creating a competition requires only two steps: pip install competitions, then run competitions create and create competition by answering a few questions 💥 Checkout the github repo: https://github.com/huggingface/competitions and docs: https://hf.co/docs/competitions

6 replies