Update README.md

README.md

@@ -1,3 +1,40 @@
 ---
 license: cc-by-nc-sa-4.0
+language:
+- en
+language_creators:
+- other
+multilinguality:
+- monolingual
+pretty_name: 'Sketch Scene Descriptions'
+size_categories:
+- n=10K
+source_datasets:
+- FS-COCO
+tags: []
+task_categories:
+- text-to-image
+task_ids: []
 ---
+
+# Dataset Card for Sketch Scene Descriptions
+
+_Dataset used to train [Sketch Scene text to image model]()_
+
+We advance sketch research to scenes with the first dataset of freehand scene sketches, FS-COCO. With practical applications in mind, we collect sketches that convey well scene content but can be sketched within a few minutes by a person with any sketching skills. Our dataset comprises 10,000 freehand scene vector sketches with per-point space-time information by 100 non-expert individuals, offering both object- and scene-level abstraction. Each sketch is augmented with its text description.
+
+For each row, the dataset contains `image` and `text` keys. `image` is a varying size PIL jpeg, and `text` is the accompanying text caption. Only a train split is provided.
+
+
+## Citation
+
+If you use this dataset, please cite it as:
+
+```
+@inproceedings{fscoco,
+    title={FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context.}
+    author={Chowdhury, Pinaki Nath and Sain, Aneeshan and Bhunia, Ayan Kumar and Xiang, Tao and Gryaditskaya, Yulia and Song, Yi-Zhe},
+    booktitle={ECCV},
+    year={2022}
+}
+```