Achieving Endless Realistic Worlds through Advanced Procedural Generation

Infinigen AI corresponds to a scholarly paper. The Infinigen model is built upon the open-source modeling software Blender, capable of generating a variety of natural scenes such as 'plants' and 'animals' through random mathematical rules. Users can customize terrains by inputting specific prompts and add natural phenomena like 'clouds,' 'rain,' 'snow,' 'thunderstorms,' and 'firestorms.' However, the current efficiency of the Infinigen model requires improvement. According to research findings, generating a 1080P image (a composite of two scenes) takes approximately 3.5 hours. Additionally, the Infinigen model serves as a generator for training data, offering a range of features including 'object detection,' 'semantic segmentation,' 'pose estimation,' '3D reconstruction,' 'view synthesis,' and 'video generation.' These features can be utilized for training artificial intelligence related to computer vision.