Scene Dreamer Alternatives

SceneDreamer is an AI model that creates unbounded, realistic 3D scenes from 2D image collections without manual 3D annotations. The model efficiently generates diverse landscapes across different styles with well-defined depth and allows free camera movement. **Key Information** - **3D Scene Representation:** Uses a bird's-eye-view (BEV) representation consisting of a height field for surface elevation and a semantic field for scene semantics. - **Generative Scene Parameterization:** Parameterizes latent features using a generative neural hash grid, aligning content and encoding genera