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--- |
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license: mit |
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task_categories: |
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- image-segmentation |
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language: |
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- en |
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pretty_name: CSeg |
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size_categories: |
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- 100K<n<1M |
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--- |
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# Dataset Card for Dataset Name |
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<!-- Provide a quick summary of the dataset. --> |
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CSeg (Change Segmentation) dataset is a large-scale, varying-view, and text-guided change detection dataset. With over 500k datapoints, CSeg was used to train ViewDelta to associate a text prompt to relevant changes between two images. |
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### Paper and Repo |
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<!-- Provide the basic links for the dataset. --> |
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- **Repository:** [Github](https://github.com/drags99/ViewDelta) |
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- **Paper:** [ViewDelta: Text-Prompted Change Detection in Unaligned Images](https://arxiv.org/abs/2412.07612) |
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## Dataset Download |
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``` |
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wget https://huggingface.co/datasets/hoskerelab/CSeg/resolve/main/download.sh |
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bash download.sh |
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``` |
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## Dataset Structure |
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<!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. --> |
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`cseg_test.csv` and `cseg_train.csv` have been provided to provide the paths of the corresponding Image A, Image B, and their Label. |
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``` |
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cseg/ |
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├── test/ |
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│ ├── image_a |
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│ │ ├── 223762_1.png |
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│ │ ├── 223797_1.png |
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│ │ └── ... |
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│ ├── image_b |
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│ │ ├── 223762_1.png |
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│ │ ├── 223797_1.png |
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│ │ └── ... |
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│ └── label |
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│ ├── 223762_1.png |
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│ ├── 223797_1.png |
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│ └── ... |
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├── train/ |
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│ ├── image_a |
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│ │ ├── 223750_1.png |
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│ │ ├── 223751_1.png |
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│ │ └── ... |
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│ ├── image_b |
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│ │ ├── 223750_1.png |
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│ │ ├── 223751_1.png |
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│ │ └── ... |
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│ └── label |
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│ ├── 223750_1.png |
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│ ├── 223751_1.png |
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│ └── ... |
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├── cseg_test.csv |
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└── cseg_train.csv |
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``` |
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## Citation |
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``` |
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@misc{varghese2025viewdeltatextpromptedchangedetection, |
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title={ViewDelta: Text-Prompted Change Detection in Unaligned Images}, |
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author={Subin Varghese and Joshua Gao and Vedhus Hoskere}, |
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year={2025}, |
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eprint={2412.07612}, |
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archivePrefix={arXiv}, |
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primaryClass={cs.CV}, |
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url={https://arxiv.org/abs/2412.07612}, |
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} |
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``` |
