SceneDreamer

SceneDreamer creates realistic 3D landscapes using only 2D photos, without needing any 3D data. It can produce diverse styles and allow free camera movement, making it great for virtual environments. This makes 3D scene generation more accessible and efficient for various applications.

1. 1

   Unbounded Scenes

   Generate large-scale 3D landscapes without any boundaries

2. 2

   2D Only Training

   Use only 2D image collections without 3D annotations

3. 3

   Efficient BEV

   Employ bird's-eye-view representation for faster training

4. 4

   Generative Hash Grid

   Parameterize latent features for better scene alignment

5. 5

   Photorealistic Rendering

   Render vivid images through neural volumetric techniques

• 🎮
  Develop game environments
• 🎬
  Create film backgrounds
• 🏞️
  Generate virtual landscapes
• 🔍
  Research 3D generation techniques