Welcome to SOILIE-3D
Envisioned and developed by the Science of Imagination Lab (SOIL) at Carleton University in Ottawa, Canada.
Introducing Science of Imagination Lab's Imagination Engine 3D ("SOILIE-3D"), an innovative tool that harnesses the power of AI to simulate human visual imagination by generating (or "imagining") novel indoor three-dimensional scenes.
Objects are placed in the scene based on real-world examples extracted from RGB-D datasets with object labels. To put it in human brain terms, this labeled RGB-D data is roughly equivalent our engine's memories of past scenes it has encountered. Objects that were placed most recently are the most opaque and detailed to simulate the recency effect, while earlier objects "fade" from existence. Walls and floors also become more transparent the further they are from the most recent object. The final image is a snapshot representation of what an imagined visual scene might actually look like.
NOTE: This website is under development and is currently only being used as a data archive for the SOILIE-3D model.
Some useful links:
- Click here to access the 3d .obj assets used to generate scenes.
- Click here to access additional auxiliary data generated during the Model's various processing stages.
- Click here to access example outputs generated by the model.
