ackermannj/cl-splats-dataset

CL-Splats Dataset

This repository contains the data to reproduce our results from the CL-Splats paper. In addition, for future research we provide the Blender files used to create our synthetic scenes with a blender python script creating the camera trajectories.

Usage

The files under Blender-Levels and Real-World are compatible with the 3DGS data-loading. We will create a copy of this dataset that matches our data-loading script once available. Note that the COLMAP reconstructions are done over all images and timesteps together instead of incrementally.

Also note that we provide more images than used for training. We ablated the view coverage and number of viewpoints needed for good reconstruction and found that roughly 15 images uniformly sampled gave sufficiently good results. Please adapt the sub-sampling parameter to match this.