[Optional] We have provided 3D scenes pre-populated with CAD models of objects. If you wish to re-populate these scenes using the Object Placement approach we use, follow the instructions here.
To replicate our results, you should use the pre-extracted crops we provide. These crops are provided with the Rent3D++ dataset and are copied to the ./data/processed/surface_crops directory.
[Optional] Stationary Textures Dataset - We use one of the following datasets to train the texture synthesis model. Not required if you are using pre-trained models.
[Optional] Download a pre-trained model or train the substance classifier used by the Subs metric. Training instructions are available here. Pre-trained weights are available here. Skip this step to omit the Subs metric.
Generate evaluation report for observed surfaces. No simulated unobservation of photos. We used this setting in paper evaluations.