We present Demo code both to generate a single image and to generate a scene
Instructions here. We recommend using the environment versions used by paper code for demo examples.
RealEstate pretrained model is available for download here. We recommend this model unless working with scanned images similar to Matterport. Model trained on Matterport is available here. Place these models in new directories modelcheckpoints/realestate and modelcheckpoints/mp3d.
- sh scripts/demo_image.sh
Important Arguments:
- old_model: model path to load. Recommend realestate model unless working with scanned images similar to Matterport.
- demo_img_name: input image name, in demo folder
- result_folder: location to save outputs
- temperature: use .5 if using 1 sample or on Matterport, .7 for 50 samples if on RealEstate10K.
- num_samples: 1 is fastest, 50 has best results
- direction: of rotation, e.g. "U" for up or "DR" for down and to the right.
- rotation: in radians; we suggest <= .6 for horizontal and <= .3 for vertical rotation
- sh scripts/demo_scene.sh
Additional Arguments:
- directions: select direction(s) in which to synthesize scene
- num_split: select number of total images to render in a given direction. E.g. 3 means 2 intermediate images will be synthesized, equally spaced.