Niantic Map-free Relocalization Dataset
655 small places of interest, captured worldwide. Available for non-commercial research use.
License
Niantic Map-free Relocalization Dataset License Agreement
This Niantic Map-free Relocalization Dataset License Agreement ("Agreement") is an agreement between you and Niantic Spatial, Inc. ("Niantic" or "we"). By downloading or otherwise using Niantic's Map-free Relocalization dataset or dataset-derived materials (collectively, the "Dataset") you agree to:
1. Purpose and Restrictions
You may only use the Dataset for non-commercial purposes, such as academic research at educational and not-for-profit research institutions, teaching, public demonstrations, and personal experimentation. Non-commercial use expressly excludes any profit-making or commercial activities. Notwithstanding the foregoing restrictions, you can use this Dataset for publishing comparison results for academic papers, including retraining your models on this Dataset.
2. License
Subject to this Agreement, Niantic grants you a non-exclusive, non-transferable, non-sublicensable right to download and use the Dataset for the purpose stated in Section 1.
3. Condition of Use
You must not use the Dataset in a way that could diminish, tarnish, or in any way harm Niantic's reputation or image.
4. No Warranties
The Dataset comes "as is", and you will use it at your own risk. Niantic makes no representations or warranties regarding the Dataset, including but not limited to warranties of non-infringement or fitness for a particular purpose.
5. Indemnity
You accept full responsibility for your use of the Dataset and shall defend and indemnify Niantic, including its employees, officers and agents, against any and all claims arising from your use of the Dataset.
6. Removal
Niantic reserves the right to remove access to the Dataset at any time without cause.
7. Termination
This Agreement will terminate immediately upon your commercial use of the Dataset.
8. Authorized Representative
If you are employed by a for-profit, commercial entity, your employer shall also be bound by the terms and conditions of this Agreement.
9. Survivability
Sections 2, 4, 5, 6, 7, 8, 9, and 10 of this Agreement survive the termination of this Agreement.
10. Misc
This Agreement is governed and construed in all respects in accordance with the laws of the State of California, USA without regard to conflicts of law. The Dataset is protected by copyright and other intellectual property laws and is licensed, not sold.
Please cite our paper if you use any part of this dataset.
Downloads
Dataset downloads
By downloading this dataset you agree to the dataset license terms displayed above.
Sample
0.5 GBzipFeaturedA small sample of one scene from each of training/validation/test subsets.
Training set
110 GBzip460 scenes, each with two full scans, including camera poses.
Validation set
8 GBzip65 scenes, each with one single reference image and one full query scan, including camera poses.
Test set
15 GBzip130 scenes, each with one single reference image and one full query scan. No camera poses are provided — use our evaluation service to learn your test results.
COLMAP models
30 GBzipCOLMAP models for the 460 training scenes.
To report any issues with the dataset, the leaderboard, or for any other questions relating to this research project, please contact mapfree-reloc@nianticspatial.com.