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--- |
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license: cc0-1.0 |
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dataset_info: |
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features: |
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- name: style |
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dtype: string |
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- name: content |
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dtype: string |
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- name: image |
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dtype: image |
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- name: id |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 3155812770 |
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num_examples: 1738 |
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download_size: 3155909210 |
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dataset_size: 3155812770 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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--- |
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# Style Content Grid SDXL |
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## Dataset Structure |
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The dataset contains 1738 images of resolution 1024x1024, generated by Stable Diffusion XL (`sd_xl_base_1.0` with model hash `31e35c80fc`). They were all generated in [lllyasviel/stable-diffusion-webui-forge](https://github.com/lllyasviel/stable-diffusion-webui-forge), |
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with the following positive and negative prompts: |
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``` |
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Positive prompt: <style> of a <content>, \n masterpiece, best quality, high quality, |
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Negative prompt: (worst quality, low quality, normal quality), |
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``` |
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with the following generation details: |
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``` |
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Steps: 20, Sampler: Euler a, CFG scale: 8, Size: 1024x1024, Model hash: 31e35c80fc, Model: sd_xl_base_1.0, Version: f0.0.17v1.8.0rc-previous-1-ga9e0c387 |
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``` |
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The generation process is automated by the [adieyal/sd-dynamic-prompts](https://github.com/adieyal/sd-dynamic-prompts) plugin, with the following template: |
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``` |
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{1$$pencil sketch by da Vinci| painting by Rembrandt| drawing by Picasso| glazed ceramic sculpture| Chinese ink wash painting| ukiyo-e painting by Tsukioka Yoshitoni| painting by van Gogh| photograph| painting by Frida Kahlo| colorful collage} of a {1$$horse|cat|dog|man|woman|library|mountains|fish|solar system|bedroom}, \nmasterpiece, best quality, high quality, |
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``` |
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Each row of the dataset contains: |
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* `image`: The image itself, in PNG format. |
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* `id`: Its original filename. |
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* `style`: A string describing what the style is. |
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* Can be one of 10 values: "pencil sketch by da Vinci| painting by Rembrandt| drawing by Picasso| glazed ceramic sculpture| Chinese ink wash painting| ukiyo-e painting by Tsukioka Yoshitoni| painting by van Gogh| photograph| painting by Frida Kahlo| colorful collage" |
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* `content`: A string describing what the content is. |
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* Can be one of 10 values: "horse|cat|dog|man|woman|library|mountains|fish|solar system|bedroom" |
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## Example uses |
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To load the dataset: |
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```python |
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from datasets import load_dataset |
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ds = load_dataset("yuxi-liu-wired/style-content-grid-SDXL") |
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``` |
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TODO: load CSD. |
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## Licensing |
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The dataset is released under Creative Commons Zero v1.0 Universal. |
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```bibtex |
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@misc{yuxi-liu-wired_2024_style-content-grid-SDXL, |
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author = {Yuxi Liu}, |
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title = {Style Content Grid SDXL}, |
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year = {2024}, |
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howpublished = {Hugging Face Dataset}, |
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url = {https://huggingface.co/datasets/yuxi-liu-wired/style-content-grid-SDXL} |
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} |
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``` |
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