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Feed-Forward Networks Infer 3D Scene Attributes Directly

Can a feed-forward neural network directly infer all key 3D attributes of a scene? This CVPR 2025 paper says YES.
The proposed VGGT can directly infer camera parameters, point maps, depth maps, and 3D point tracks from one, a few, or even hundreds of scene views.

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