EP38_[AIGC]_AI vs. Artist? Why 3D AI is Your Next Creative Superpower

The article provides an overview of AIGC 3D technology, noting its significant progress from "0 to 1" but highlighting ongoing challenges in optimizing algorithms, computing power, and acquiring high-quality data. Key foundational technologies include Nerf, a neural radiance field for 3D reconstruction from 2D images, recognized for its quality but slowness. Zero123 and Zero123++ address multi-view inconsistency by generating continuous, fixed-angle images from a single input, enabling better 3D reconstruction. A newer, faster, and more accurate method, Gaussian Splatting, is emerging as a major trend, not requiring neural network training. Application-level tools have rapidly evolved, including Dream Fusion (text-to-3D, 2022), Point E and Shape E (2D to point cloud/mesh, 2022-2023), Dream Gaussian (fast 3D from Gaussian Splatting, 2023), Wonder 3D (open-source, high-quality 3D from image, 2023), One2345++ (improved consistency/smoothness, 2023), and Stable Zero123 (improved Zero123, 2023). While current AI-generated 3D models require further optimization in speed and quality, the technology's future is promising, though AI is not yet replacing detailed design modeling work.

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