Fast Personalized 3D Model Generation

Paper Title:

Make-Your-3D: Fast and Consistent Subject-Driven 3D Content Generation

Published on:

14 March 2024

Primary Category:

Computer Vision and Pattern Recognition

Paper Authors:

Fangfu Liu,

Hanyang Wang,

Weiliang Chen,

Haowen Sun,

Yueqi Duan

Bullets

Key Details

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Proposes Make-Your-3D for fast subject-specific 3D generation

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Uses a co-evolution framework to match desired subject distribution

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Employs identity-aware and subject-prior optimization

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Works from only a single image in 5 mins, 36x faster than prior work

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Produces high-quality and customizable 3D assets

Explore the topics in this paper

3d modeling

customization

diffusion models

generative models

image generation

AI generated summary

Fast Personalized 3D Model Generation

This paper introduces Make-Your-3D, a novel method to quickly generate high-quality, customizable 3D models of a subject from a single image and text description in just 5 minutes. It works by optimizing and aligning a multi-view diffusion model and 2D generative model to match the distribution of the desired 3D subject.