Technical realization and application value of semantic layering
The semantic layering feature of HunyuanWorld-1.0 represents the highest technical level of current AI-generated 3D content. This technology intelligently recognizes and separates foreground and background objects in the scene, specifying the main foreground elements (e.g., trees, rocks, etc.) through the -labels_fg1 and -labels_fg2 parameters, enabling object-level independent editing.
- technical realization: Integrates the semantic segmentation capabilities of the ZIM module, combined with a self-developed layering algorithm
- Example of operation: When generating a forest scene, you can set '-labels_fg1 trees -labels_fg2 rocks' to make the vegetation and rocks separate editable layers.
- applied value: Significantly improve the efficiency of post-editing, support for local modifications to the generated scene without affecting the overall structure
This feature is especially suitable for scene iteration in game development, where developers can adjust specific elements directly in Unity/Unreal without re-generating the entire scene, which is expected to save more than 70% of art modification time.
This answer comes from the articleHunyuanWorld-1.0: Generating Interactive 360° 3D Worlds from Text or ImagesThe
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