| --- |
| license: cc-by-nc-4.0 |
| size_categories: |
| - 10K<n<100K |
| task_categories: |
| - image-to-image |
| tags: |
| - Novel View Synthesis |
| - NeRF |
| - 3D Gaussian Splatting |
| - 3D Vision |
| - Diffusion Models |
| - Image Restoration |
| - Fixer |
| - Distractor |
| --- |
| |
| # DF3DV-1K-Fixer |
|
|
| [**Project Page**](https://johnnylu305.github.io/df3dv1k_web/) | [**Paper**](https://huggingface.co/papers/2604.13416) | [**GitHub**](https://github.com/johnnylu305/DF3DV) |
|
|
| The dataset provides paired 3DGS/Distractor-Free 3DGS rendering results and ground-truth images from DF3DV-1K. These data can be used to train DI<sup>2</sup>FIX (Distractor-Free DIFIX). |
|
|
| ## Directory Structure |
|
|
| ``` |
| ├── Train |
| │ └── DF3DV-1K-Star-Fixer |
| │ ├── 0000 |
| │ │ ├── 040625-LundoBin |
| │ │ │ └── 040625-LundoBin-All |
| │ │ │ ├── MODELS |
| │ │ │ │ ├── 3DGS (rendering results and ground-truth images) |
| │ │ │ │ │ ├── 040625-LundoBin_3DGS_extra_IMG_6957_source.png |
| │ │ │ │ │ ├── ... |
| | | │ │ │ └── 040625-LundoBin_3DGS_extra_IMG_7041_target.png |
| │ │ │ │ ├── ... |
| │ │ │ │ └── WILDGS |
| │ │ │ ├── NN (nearest neighbors for images) |
| | | | │ └── nn_rank_by_name.json |
| │ │ │ └── undistortion_sparse (COLMAP result) |
| │ │ │ └── 0 |
| │ │ │ ├── cameras.bin |
| │ │ │ ├── cameras.txt |
| │ │ │ ├── images.bin |
| │ │ │ ├── images.txt |
| │ │ │ ├── points3D.bin |
| │ │ │ └── points3D.txt |
| │ │ ├── ... |
| │ │ └── 090625-BlueBikeBell |
| │ ├── ... |
| │ └── 0024 |
| └── Val |
| ├── DF3DV-41-Fixer |
| │ ├── 021125-Chess |
| │ │ └── 021125-Chess-All |
| │ │ ├── MODELS |
| │ │ │ ├── 3DGS |
| │ │ │ ├── ... |
| │ │ │ └── WILDGS |
| │ │ ├── NN |
| │ │ └── undistortion_sparse |
| │ │ └── 0 |
| │ ├── ... |
| │ └── 301025-TempleDrumIncense |
| └── on-the-go |
| ├── corner |
| │ └── corner-All |
| │ ├── MODELS |
| │ │ ├── 3DGS |
| │ │ ├── ... |
| │ │ └── WILDGS |
| │ ├── NN |
| │ └── undistortion_sparse |
| │ └── 0 |
| ├── ... |
| └── spot |
| ``` |
|
|
|
|
| ## Download Instruction |
|
|
| ``` |
| # Install the Hugging Face CLI |
| pip install -U "huggingface_hub[cli]" |
| # Login to your Hugging Face account |
| hf auth login |
| # Download whole dataset |
| # Example |
| hf download ChengYou305/DF3DV-1K-Fixer-Org --repo-type dataset --local-dir DF3DV-1K-Fixer |
| # Download training set |
| # Example |
| hf download ChengYou305/DF3DV-1K-Fixer-Org --repo-type dataset --local-dir DF3DV-1K-Fixer --include "Train/*" |
| # Download testing set |
| # Example |
| hf download ChengYou305/DF3DV-1K-Fixer-Org --repo-type dataset --local-dir DF3DV-1K-Fixer --include "Val/*" |
| # Download specific chunk |
| # Example |
| hf download ChengYou305/DF3DV-1K-Fixer-Org --repo-type dataset --local-dir DF3DV-1K-Fixer --include "Train/DF3DV-1K-Star-Fixer/0000/*" |
| # Download everything except specific files |
| # Example |
| hf download ChengYou305/DF3DV-1K-Fixer-Org --repo-type dataset --local-dir DF3DV-1K-Fixer --exclude "Mask.zip" |
| ``` |
|
|
| ## More Information |
|
|
| Please refer this [repo](https://github.com/johnnylu305/DF3DV) for more details. |
|
|
| ## Citation |
|
|
| ```bibtex |
| @article{lu2026df3dv, |
| title={DF3DV-1K: A Large-Scale Dataset and Benchmark for Distractor-Free Novel View Synthesis}, |
| author={Lu, Cheng-You and Hung, Yi-Shan and Chi, Wei-Ling and Wang, Hao-Ping and Tsai, Charlie Li-Ting and Chang, Yu-Cheng and Liu, Yu-Lun and Do, Thomas and Lin, Chin-Teng}, |
| journal={arXiv preprint arXiv:2604.13416}, |
| year={2026} |
| } |
| ``` |
