Create README.md

README.md

@@ -0,0 +1,77 @@
+---
+license: mit
+task_categories:
+- image-segmentation
+language:
+- en
+pretty_name: CSeg
+size_categories:
+- 100K<n<1M
+---
+
+# Dataset Card for Dataset Name
+
+<!-- Provide a quick summary of the dataset. -->
+
+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.
+
+### Dataset Sources [optional]
+
+<!-- Provide the basic links for the dataset. -->
+
+- **Repository:** [Github](https://github.com/drags99/ViewDelta)
+- **Paper [optional]:** [ViewDelta: Text-Prompted Change Detection in Unaligned Images](https://arxiv.org/abs/2412.07612)
+
+## Dataset Structure
+
+<!-- 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. -->
+
+`cseg_test.csv` and `cseg_train.csv` have been provided to provide the paths of the corresponding Image A, Image B, and their Label.
+
+```
+cseg/
+├── test/
+│   ├── image_a
+│   │   ├── 223762_1.png
+│   │   ├── 223797_1.png
+│   │   └── ...
+│   ├── image_b
+│   │   ├── 223762_1.png
+│   │   ├── 223797_1.png
+│   │   └── ...
+│   └── label
+│       ├── 223762_1_all_Can you determine what has changed in this image?.png
+│       ├── 223797_1_bird, poster, tower_Identify any changes to the bird, poster, tower..png
+│       └── ...
+├── train/
+│   ├── image_a
+│   │   ├── 223750_1.png
+│   │   ├── 223751_1.png
+│   │   └── ...
+│   ├── image_b
+│   │   ├── 223750_1.png
+│   │   ├── 223751_1.png
+│   │   └── ...
+│   └── label
+│       ├── 223750_1_houses, wires, person, grass_Are there any modifications to the houses, wires, person, grass?.png
+│       ├── 223751_1_lights, signs, fountain, columns, railings_What lights, signs, fountain, columns, railings have been updated?
+│       └── ...
+├── cseg_test.csv
+├── cseg_test.hdf5
+├── cseg_train.csv
+├── cseg_train.hdf5
+└── README.md
+```
+
+## Citation
+```
+@misc{varghese2025viewdeltatextpromptedchangedetection,
+      title={ViewDelta: Text-Prompted Change Detection in Unaligned Images}, 
+      author={Subin Varghese and Joshua Gao and Vedhus Hoskere},
+      year={2025},
+      eprint={2412.07612},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2412.07612}, 
+}
+```