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--- |
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task_categories: |
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- image-segmentation |
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tags: |
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- remote-sensing |
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- change-detection |
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- synthetic-data |
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size_categories: |
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- 10K<n<100K |
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license: cc-by-nc-sa-4.0 |
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--- |
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# Dataset Card for Changen2-S1-15k |
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<!-- Provide a quick summary of the dataset. --> |
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Changen2-S1-15k (a building change dataset with 15k pairs and 2 change types), 0.3-1m spatial resolution, RGB bands |
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### Dataset Sources |
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<!-- Provide the basic links for the dataset. --> |
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- **Repository:** https://github.com/Z-Zheng/pytorch-change-models |
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- **Paper:** https://ieeexplore.ieee.org/document/10713915 |
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## Citation |
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<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. --> |
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**BibTeX:** |
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```text |
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@article{zheng2024changen2, |
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author={Zheng, Zhuo and Ermon, Stefano and Kim, Dongjun and Zhang, Liangpei and Zhong, Yanfei}, |
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journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, |
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title={Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model}, |
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year={2024}, |
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volume={}, |
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number={}, |
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pages={1-17}, |
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doi={10.1109/TPAMI.2024.3475824} |
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} |
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``` |
