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

Please cite this work as:

Rishit Dagli. "Reconstruct-It! A Collection of 3D Reconstruction Datasets and Trained Splats". Rishit Dagli's Blog (March 2025). https://rishit-dagli.github.io/2025/03/28/nerf-gs-datasets.html

Or use the BibTex citation:

@article{ dagli2025reconstruct-it!,
  title = { Reconstruct-It! A Collection of 3D Reconstruction Datasets and Trained Splats },
  author = { Rishit Dagli },
  journal = {rishit-dagli.github.io},
  year = { 2025 },
  month = { March },
  url = "https://rishit-dagli.github.io/2025/03/28/nerf-gs-datasets.html"
}