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title
Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions
description
Instruct-NeRF2NeRF enables editing of a NeRF scene with a simple text instruction.
site name
author
updated
2026-02-25 17:52:50
raw text
Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions Instruct-NeRF2NeRF Editing 3D Scenes with Instructions ICCV 2023 (Oral) Ayaan Haque Matthew Tancik Alexei A. Efros Aleksander Holynski Angjoo Kanazawa UC Berkeley Paper Data TL;DR : Instruct-NeRF2NeRF enables instruction-based editing of NeRFs via a 2D diffusion model Overview We propose a method for editing NeRF scenes with text-instructions. Given a NeRF of a scene and the collection of images used to reconstruct it, our method uses an image-conditioned diffusion model ( InstructPix2Pix ) to iteratively edit the input images while optimizing the underlying scene, resulting in an optimized 3D scene that respects the edit instruction. We demonstrate that our proposed method is able to edit large-scale, real-world scenes, and is able to accomplish more rea...
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