Some scenes from the dataset.
Some scenes from the dataset.
🤗 Dataset

The data required for training NeRFs and Gaussian Splats is often much smaller than what used to be required for doing 3D reconstruction. There are quite quite a few formats for the per-scene datasets for training these methods. I often had problems on training such radiance fields on multiple datasets while working on any training, thus I share a collection of 3D reconstruction scenes gathered from various sources, each accompanied by a trained Gaussian Splat.

There are 77 scenes in this collection. Each scene in the dataset usually includes:

  • Multi-view image sequences with camera parameters
  • Calibration information
  • A pre-trained Gaussian Splat model optimized for the scene

All the datasets in the collection are taken from various different sources and have different licenses.

Citation

@online{ 2025rishita,
  author = { Rishit Dagli },
  title = { A Collection of 3D Reconstruction Datasets and Trained Splats },
  year = { 2025 },
  month = { 03 },
  day = { 28 },
  url = { https://rishit-dagli.github.io/2025/03/28/nerf-gs-datasets.html },
  note = { Accessed: 2025-03-28 }
}