Changen2
Collection
9 items
•
Updated
You need to agree to share your contact information to access this dataset
This repository is publicly accessible, but you have to accept the conditions to access its files and content.
This model is released for research and educational purposes only. Access to the model is granted upon agreement to use it ethically, responsibly, and in compliance with the stated license (CC BY-NC 4.0).
Log in or Sign Up to review the conditions and access this dataset content.
Dataset Card for Changen2-S9-27k
Changen2-S9-27k (an urban land-use/landcover change dataset with 27k pairs and 38 change types), 0.25-0.5m spatial resolution, RGB bands
Mask information (following OpenEarthMap dataset):
Background = 0
Bareland = 1
Rangeland = 2
DevelopedSpace = 3
Road = 4
Tree = 5
Water = 6
AgricultureLand = 7
Building = 8
Dataset Sources
- Repository: https://github.com/Z-Zheng/pytorch-change-models
- Paper: https://ieeexplore.ieee.org/document/10713915
Citation
BibTeX:
@article{zheng_changen2,
author={Zheng, Zhuo and Ermon, Stefano and Kim, Dongjun and Zhang, Liangpei and Zhong, Yanfei},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
title={Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model},
year={2025},
volume={47},
number={2},
pages={725-741},
doi={10.1109/TPAMI.2024.3475824}
}
- Downloads last month
- 35