⚠️ Nearly 40 billion (39,820,373,479) new embeddings of Major TOM Copernicus data now released!

More details: www.linkedin.com/feed/update/...

🔵 𝐂𝐎𝐏-𝐆𝐄𝐍-𝐁𝐞𝐭𝐚: 𝐔𝐧𝐢𝐟𝐢𝐞𝐝 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐌𝐨𝐝𝐞𝐥𝐥𝐢𝐧𝐠 𝐨𝐟 𝐂𝐎𝐏𝐞𝐫𝐧𝐢𝐜𝐮𝐬 𝐈𝐦𝐚𝐠𝐞𝐫𝐲 𝐓𝐡𝐮𝐦𝐛𝐧𝐚𝐢𝐥𝐬

Now on @hf.co

⚖️ 𝐌𝐨𝐝𝐞𝐥 huggingface.co/mespinosami/...
📱 𝐃𝐞𝐦𝐨 huggingface.co/spaces/mikon...
📄 𝐏𝐚𝐩𝐞𝐫 arxiv.org/abs/2504.08548

𝐌𝐄𝐒𝐀 🏔️ 𝐓𝐞𝐱𝐭-𝐛𝐚𝐬𝐞𝐝 𝐭𝐞𝐫𝐫𝐚𝐢𝐧 𝐠𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐨𝐧 𝐦𝐨𝐝𝐞𝐥 𝐚𝐯𝐚𝐢𝐥𝐚𝐛𝐥𝐞 𝐨𝐧 @hf.co

Capable of generating 2.5D representations (co-registered colour and depth maps) of terrains based on text prompt conditioning.

Website: paulbornep.github.io/mesa-terrain/

𝗖𝗮𝗹𝗹 𝗳𝗼𝗿 𝗣𝗮𝗽𝗲𝗿𝘀: 𝗧𝗲𝗿𝗿𝗮𝗕𝘆𝘁𝗲𝘀 𝗮𝘁 𝗜𝗖𝗠𝗟 𝟮𝟬𝟮𝟱

We are now accepting submissions to 🌍💿𝗧𝗲𝗿𝗿𝗮𝗕𝘆𝘁𝗲𝘀!

𝗠𝗼𝗿𝗲 𝗜𝗻𝗳𝗼: terrabytes-workshop.github.io

𝗦𝘂𝗯𝗺𝗶𝘀𝘀𝗶𝗼𝗻 𝗣𝗼𝗿𝘁𝗮𝗹: openreview.net/group?id=ICM...

@icmlconf.bsky.social
(1/3)

It is high time we expanded the open Major TOM standard and released nearly 170 million global embeddings.

In a joint collaboration between ESA Φ-lab and CloudFerro, we expanded the standard for Major TOM to also support embedding derivative datasets:

arxiv.org/abs/2412.05600

ᴍᴀᴊᴏʀ ᴛᴏᴍ ꜰʟᴏᴀᴛɪɴɢ ɪɴ ᴛʜᴇ ʟᴀᴛᴇɴᴛ ꜱᴘᴀᴄᴇ 🧑‍🚀️

𝐆𝐥𝐨𝐛𝐚𝐥 𝐚𝐧𝐝 𝐃𝐞𝐧𝐬𝐞 𝐎𝐟𝐟𝐢𝐜𝐢𝐚𝐥 𝐄𝐦𝐛𝐞𝐝𝐝𝐢𝐧𝐠𝐬 𝐨𝐟 𝐌𝐚𝐣𝐨𝐫 𝐓𝐎𝐌 - 𝐎𝐩𝐞𝐧 𝐚𝐧𝐝 𝐅𝐫𝐞𝐞 𝐀𝐜𝐜𝐞𝐬𝐬 𝐨𝐧 @hf.co

Embedding Earth observation data with pre-trained AI models is starting to become a hot topic, for all the good reasons.

More info in thread 🧵