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Quark: Real-Time, High-Resolution, and General Neural View Synthesis
Quark: Real-time, High-resolution, and General Neural View Synthesis
From a sparse set of input RGB images or videos streams, our network both reconstructs the 3D scene and renders novel views at 1080p resolution at 30fps on an NVIDIA A100. Our feed-forward network generalizes across a wide variety of datasets and scenes and produces state-of-the-art quality for a real-time method. Finally, due to the real-time nature of our reconstruction and rendering, we dynamically create and discard the internal 3D geometry for each frame, optimizing the LDM for each view.
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