Mikolaj Czerkawski

mikonvergence

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πŒπ„π’π€ πŸ”οΈ π“πžπ±π­-π›πšπ¬πžπ 𝐭𝐞𝐫𝐫𝐚𝐒𝐧 𝐠𝐞𝐧𝐞𝐫𝐚𝐭𝐒𝐨𝐧 𝐦𝐨𝐝𝐞π₯

MESA is a novel generative model based on latent denoising diffusion capable of generating 2.5D representations (co-registered colour and depth maps) of terrains based on text prompt conditioning.

Work developed by Paul Borne–Pons ( @NewtNewt ) during his joint internship at
Adobe & ESA, and in collaboration with asterisk labs.

πŸ”οΈ 𝐏𝐫𝐨𝐣𝐞𝐜𝐭 𝐏𝐚𝐠𝐞 : https://paulbornep.github.io/mesa-terrain/

πŸ“ 𝐏𝐫𝐞𝐩𝐫𝐒𝐧𝐭 : https://arxiv.org/abs/2504.07210
πŸ€— 𝐌𝐨𝐝𝐞π₯ π–πžπ’π π‘π­π¬ : NewtNewt/MESA
πŸ’Ύ πƒπšπ­πšπ¬πžπ­ : Major-TOM/Core-DEM
πŸ§‘πŸ»β€πŸ’»β€‹π‚π¨ππž : https://github.com/PaulBorneP/MESA

𝐇𝐅 π’π©πšπœπž: mikonvergence/MESA
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𝐍𝐞𝐰 π‘πžπ₯𝐞𝐚𝐬𝐞: 𝐌𝐚𝐣𝐨𝐫 π“πŽπŒ πƒπ’π π’π­πšπ₯ 𝐄π₯𝐞𝐯𝐚𝐭𝐒𝐨𝐧 𝐌𝐨𝐝𝐞π₯ π„π±π©πšπ§π¬π’π¨π§ πŸ—ΊοΈ

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. 🌍

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

Fantastic work championed by Paul Borne--Pons @NewtNewt πŸš€

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