README.md

metadata

language:
  - en
license: cc-by-4.0
size_categories:
  - 100K<n<1M
task_categories:
  - text-to-image
dataset_info:
  features:
    - name: clip_sim_source
      dtype: float64
    - name: clip_sim_target
      dtype: float64
    - name: clip_sim_dir
      dtype: float64
    - name: clip_sim_image
      dtype: float64
    - name: dinov2_sim
      dtype: float64
    - name: ssim
      dtype: float64
    - name: source_caption
      dtype: string
    - name: target_caption
      dtype: string
    - name: idx
      dtype: int64
    - name: edit_prompt
      dtype: string
    - name: source_image
      dtype: image
    - name: edited_image
      dtype: image
  splits:
    - name: FreeForm
      num_bytes: 194880436920
      num_examples: 500000
  download_size: 194882628714
  dataset_size: 194880436920
configs:
  - config_name: default
    data_files:
      - split: FreeForm
        path: data/FreeForm-*
tags:
  - art

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Dataset Details

Dataset Description

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Source Data

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Recommendations

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Bibtext citation

@misc{zhao2024ultraeditinstructionbasedfinegrainedimage,
      title={UltraEdit: Instruction-based Fine-Grained Image Editing at Scale}, 
      author={Haozhe Zhao and Xiaojian Ma and Liang Chen and Shuzheng Si and Rujie Wu and Kaikai An and Peiyu Yu and Minjia Zhang and Qing Li and Baobao Chang},
      year={2024},
      eprint={2407.05282},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2407.05282}, 
}