Update README.md

README.md

@@ -17,8 +17,50 @@ dataset_info:
     num_bytes: 15474910323.726
     num_examples: 8807
   - name: dev
-    num_bytes: 926910159.0
+    num_bytes: 926910159
     num_examples: 528
   download_size: 16474461666
   dataset_size: 16401820482.726
+task_categories:
+- text-to-image
+language:
+- en
+pretty_name: MagicBrush
+size_categories:
+- 10K<n<100K
 ---
+
+
+# Dataset Card for Dataset Name
+
+
+### Dataset Summary
+
+MagicBrush is the first large-scale, manually-annotated instruction-guided image editing dataset covering diverse scenarios single-turn, multi-turn, mask-provided, and mask-free editing. MagicBrush comprises 10K (source image, instruction, target image) triples, which is sufficient to train large-scale image editing models.
+
+Please check our [website](https://osu-nlp-group.github.io/MagicBrush/) to explore more visual results.
+
+Dataset Structure
+
+Data Fields
+
+"img_id" (str): same from COCO id
+"turn_index" (int32): the edit turn in the image
+"input_img" (str): input image, could be the original real image (turn_index=1) and edited images from last tunr (turn_index >=2)
+"instruction" (str): edit instruction of how the input image should be changed.
+"output_img" (str): the edited image corresponding to the input image and instruction.
+
+Data Splits
+
+train: 8,807 edit turns (4,512 edit sessions).
+val: 528 edit turns (266 edit sessions).
+test: (To prevent potential data leakage, please check our repo for information on obtaining the test set.)
+Licensing Information
+
+Creative Commons License
+This work is licensed under a Creative Commons Attribution 4.0 International License.
+
+
+Citation Information
+
+TODO