Emma
Summary:
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Instruct-NeRF2NeRF is a method for editing NeRF scenes using text instructions.
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It uses an image-conditioned diffusion model to edit input images while optimizing the underlying scene.
Key terms:
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NeRF: A neural radiance field that represents a 3D scene.
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Instruct-NeRF2NeRF: A method for editing NeRF scenes using text instructions.
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Image-conditioned diffusion model: A model that iteratively edits input images while optimizing the underlying scene.
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InstructPix2Pix: A diffusion model used by Instruct-NeRF2NeRF to edit images based on text instructions.
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Iterative updating: The process of gradually updating a reconstructed NeRF scene by updating dataset images while training the NeRF.
Tags:
Research
3D scenes
2D diffusion model
InstructPix2Pix
optimizing 3D scenes
Large Scale Scenes
Instructions
Training Dataset
NeRF scene
Global Text Instruction