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Scaling 3D scene data is a long-standing challenge in scene understanding, spatial reasoning, and robotics. Since scanning, reconstruction, and labeling are so labor-intensive, data scarcity has remained a major bottleneck. 🛑To solve this, we propose SceneVerse++: Lifting Unlabeled Internet-level Data for 3D Scene Understanding (CVPR 2026). By reconstructing internet videos and annotating 3D scenes automatically, we’ve created a massive real-world dataset for end-to-end understanding. 🌐📐Scene
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### LIVE 3D: A Spatiotemporal, Geometry-First Reconstruction System ### We have pioneered a new type of navigation experience - 4D Dynamic Scene where video is integrated into 3D Space in near… | Vizzio Technologies Pte Ltd
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