Scene Dreamer

SceneDreamer is an AI-powered tool that can generate unbounded 3D scenes from 2D image collections. It is trained on a massive dataset of 2D images, and it can be used to generate 3D scenes of any size, style, or complexity.

SceneDreamer works by first generating a bird's-eye-view (BEV) representation of the scene. This BEV representation includes a height field, which represents the surface elevation of the scene, and a semantic field, which provides detailed scene semantics.

Once the BEV representation has been generated, SceneDreamer then uses a neural hash grid to parameterize the latent space. This allows SceneDreamer to generate 3D scenes that are consistent with the 2D images that it was trained on.

Finally, SceneDreamer uses a neural volumetric renderer to generate photorealistic images of the 3D scene.

SceneDreamer can be used to generate a wide variety of 3D scenes, including:

• Realistic landscapes
• Virtual worlds
• Architectural models
• Product designs
• Movie sets
• Video games

SceneDreamer is still under development, but it has the potential to revolutionize the way that 3D scenes are created. It is a powerful tool for artists, designers, and engineers, and it can be used to create stunning and realistic 3D scenes with minimal effort.

Here are some examples of 3D scenes that can be generated using SceneDreamer:

• A realistic image of a forest with mountains in the background
• A virtual world with floating islands and waterfalls
• An architectural model of a new skyscraper
• A product design for a new car
• A movie set for a science fiction film
• A video game environment with lush forests and ancient ruins

Overall, SceneDreamer is a powerful and versatile AI tool for generating unbounded 3D scenes. It is still under development, but it has the potential to revolutionize the way that 3D scenes are created.