Datasets

Currently supported datasets in the library:

Static Dynamic

Soon to be added (or not tested):

Static Dynamic

A dataset labelled as “bounded” means that the dataset is limited to a specific volume, while “unbounded” means that the dataset is not limited to a specific volume, and can be extended indefinitely. A dataset labelled as “monocular” means that the dataset is captured with a single camera (e.g. casual captures), while “multi-view” means that the dataset is captured with multiple synchronized cameras simultaneosly. A dataset labelled as “semi-monocular” (e.g. D-NeRF) means that the dataset contain either teleporting cameras or quasi-static scenes Gao et al. [1].

Download

Download each dataset by running scripts in the download directory (scripts/download). The scripts will download the data and save it to the data directory.

Configuration

Each dataset has a individual configuration (e.g. BlenderConfig) that extends more general configuration DatasetConfig that all datasets share. Configuration can be overridden by command line arguments or loaded from file.