File size: 2,427 Bytes
b0120d6 0649a8c e507b66 0649a8c e507b66 0649a8c e507b66 0649a8c e507b66 0649a8c e507b66 4d5f0c4 b0120d6 4d5f0c4 a94a039 0320218 87ba125 a94a039 0320218 4d5f0c4 a94a039 4d5f0c4 a94a039 4d5f0c4 ebcf380 4d5f0c4 ebcf380 4d5f0c4 ebcf380 4d5f0c4 73e57f0 4d5f0c4 ebcf380 4d5f0c4 73e57f0 4d5f0c4 73e57f0 4d5f0c4 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 |
---
license: cc-by-4.0
dataset_info:
features:
- name: img_id
dtype: string
- name: turn_index
dtype: int32
- name: source_img
dtype: image
- name: instruction
dtype: string
- name: target_img
dtype: image
splits:
- name: train
num_bytes: 15529513080.815
num_examples: 8807
- name: dev
num_bytes: 926910159.0
num_examples: 528
download_size: 16474470556
dataset_size: 16456423239.815
task_categories:
- text-to-image
language:
- en
pretty_name: MagicBrush
size_categories:
- 10K<n<100K
---
# Dataset Card for Dataset Name
## Dataset Description
- **Homepage:** https://osu-nlp-group.github.io/MagicBrush
- **Repository:** https://github.com/OSU-NLP-Group/MagicBrush
<!-- **Paper:** https://arxiv.org/abs/2306.06070 -->
- **Point of Contact:** [Kai Zhang](mailto:[email protected])
### 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
"img_id" (str): same from COCO id
"turn_index" (int32): the edit turn in the image
"source_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.
"target_img" (str): the edited image corresponding to the input image and instruction.
If you need auxiliary data, please use [training set](https://buckeyemailosu-my.sharepoint.com/:u:/g/personal/zhang_13253_buckeyemail_osu_edu/EYEqf_yG36lAgiXw2GvRl0QBDBOeZHxvNgxO0Ec9WDMcNg) and [dev set](https://buckeyemailosu-my.sharepoint.com/:u:/g/personal/zhang_13253_buckeyemail_osu_edu/EXkXvvC95C1JsgMNWGL_RcEBElmsGxXwAAAdGamN8PNhrg)
### Splits
train: 8,807 edit turns (4,512 edit sessions).
dev: 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 |