datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
torchange_xView2torchange_s2lookingtorchange_secondtorchange_dsifn-cdtorchange_levircdtorchange_hicnatorchange_Changen2-S1-15k
Dataset Card for Changen2-S1-15k
Changen2-S1-15k (a building change dataset with 15k pairs and 2 change types), 0.3-1m spatial resolution, RGB bands
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… See the full description on the dataset page: https://huggingface.co/datasets/EVER-Z/torchange_Changen2-S1-15k.torchange_Changen2-S9-27k
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… See the full description on the dataset page: https://huggingface.co/datasets/EVER-Z/torchange_Changen2-S9-27k.