CVAIGRNov 11, 2024

Edify 3D: Scalable High-Quality 3D Asset Generation

NVIDIA
arXiv:2411.07135v115 citationsh-index: 22
Originality Incremental advance
AI Analysis

This addresses the need for efficient, scalable 3D asset creation for applications in gaming, VR, and design, representing an incremental improvement in speed and quality.

The paper tackled the problem of generating high-quality 3D assets by synthesizing multi-view images with a diffusion model and reconstructing shape, texture, and materials, achieving detailed geometry and high-resolution results within 2 minutes.

We introduce Edify 3D, an advanced solution designed for high-quality 3D asset generation. Our method first synthesizes RGB and surface normal images of the described object at multiple viewpoints using a diffusion model. The multi-view observations are then used to reconstruct the shape, texture, and PBR materials of the object. Our method can generate high-quality 3D assets with detailed geometry, clean shape topologies, high-resolution textures, and materials within 2 minutes of runtime.

Foundations

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