We introduce Infinigen, a procedural generator of photorealistic 3D scenes of
the natural world. Infinigen is entirely procedural: every asset, from shape to
texture, is generated from scratch via randomized mathematical rules, using no
external source and allowing infinite variation and composition. Infinigen
offers broad coverage of objects and scenes in the natural world including
plants, animals, terrains, and natural phenomena such as fire, cloud, rain, and
snow. Infinigen can be used to generate unlimited, diverse training data for a
wide range of computer vision tasks including object detection, semantic
segmentation, optical flow, and 3D reconstruction. We expect Infinigen to be a
useful resource for computer vision research and beyond. Please visit
this https URL for videos, code and pre-generated data.

Infinigen 是一种全过程生成器，可以生成逼真的自然世界的 3D 场景，可用于生成无限多样化的训练数据以应对计算机视觉任务。

利用过程生成技术生成无限逼真的世界

Infinite Photorealistic Worlds using Procedural Generation

Algorithms are becoming more capable, and with that comes hic sunt dracones
(here be dragons). The term symbolizes areas beyond our known maps. We use this
term since we are stepping into an exciting, potentially dangerous, and unknown
area with algorithms. Our curiosity to understand the natural world drives our
search for new methods. For this reason, it is crucial to explore this subject.
The project's objective is to overlay the information obtained, in
conjunction with the state of hardware today, to see if we can determine the
likely directions for future algorithms'. Even though we slightly cover
non-classical computing in this paper, our primary focus is on classical
computing (i.e., digital computers). It is worth noting that non-classical
quantum computing requires classical computers to operate; they are not
mutually exclusive.

本研究探讨算法领域的未来发展方向，重点关注数字计算机与非经典计算机并存的自然世界中的算法应用。