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![AINativeF Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1795402815298486272.png) AI Native Foundation [@AINativeF](/creator/twitter/AINativeF) on x 2199 followers
Created: 2025-07-26 00:51:46 UTC

X. EarthCrafter: Scalable 3D Earth Generation via Dual-Sparse Latent Diffusion

🔑 Keywords: 3D generation, Aerial-Earth3D, EarthCrafter, latent diffusion

💡 Category: Generative Models

🌟 Research Objective:
   - Address the challenge of scaling 3D modeling methods to cover vast geographic areas.

🛠️ Research Methods:
   - Introduction of Aerial-Earth3D, the largest 3D aerial dataset, featuring 50k curated scenes from the U.S. mainland.
   - Development of EarthCrafter framework, utilizing sparse-decoupled latent diffusion for efficient and detailed large-scale 3D Earth generation.

💬 Research Conclusions:
   - EarthCrafter significantly enhances performance in generating extremely large-scale 3D models while supporting a range of applications like semantic-guided urban layout generation.

👉 Paper link:

![](https://pbs.twimg.com/media/GwvqeKHbgAM0M4e.jpg)

XX engagements

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**Related Topics**
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[Post Link](https://x.com/AINativeF/status/1948909070494408770)