Edify 3D: Scalable High-Quality 3D Asset Generation
NVIDIA, null, :, null, Bala, Maciej, Cui, Yin, Ding, Yifan, Ge, Yunhao, Hao, Zekun, Hasselgren, Jon, Huffman, Jacob, Jin, Jingyi, Lewis, J. P., Li, Zhaoshuo, Lin, Chen-Hsuan, Lin, Yen-Chen, Lin, Tsung-Yi, Liu, Ming-Yu, Luo, Alice, Ma, Qianli, Munkberg, Jacob, Shi, Stella, Wei, Fangyin, Xiang, Donglai, Xu, Jiashu, Zeng, Xiaohui, Zhang, Qinsheng
–arXiv.org Artificial Intelligence
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.
arXiv.org Artificial Intelligence
Nov-11-2024
- Genre:
- Research Report (0.50)
- Technology:
- Information Technology > Artificial Intelligence
- Machine Learning > Neural Networks (1.00)
- Natural Language > Large Language Model (0.94)
- Vision (1.00)
- Information Technology > Artificial Intelligence