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--- |
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license: apache-2.0 |
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dataset_info: |
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features: |
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- name: image |
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dtype: image |
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- name: elo |
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dtype: int64 |
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- name: __index_level_0__ |
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dtype: int64 |
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- name: category |
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dtype: string |
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- name: subcategory |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 298637443.176 |
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num_examples: 1999 |
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download_size: 290047395 |
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dataset_size: 298637443.176 |
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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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tags: |
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- t2i |
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- preference |
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- ranking |
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- rl |
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- image |
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pretty_name: 2k Ranked Images |
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--- |
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<style> |
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.horizontal-container { |
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display: flex; |
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flex-direction: row; |
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justify-content: center; |
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gap: 60px; |
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} |
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.image-container img { |
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max-height: 250px; /* Set the desired height */ |
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margin:0; |
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object-fit: contain; /* Ensures the aspect ratio is maintained */ |
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width: auto; /* Adjust width automatically based on height */ |
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box-sizing: content-box; |
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} |
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.image-container { |
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display: flex; /* Aligns images side by side */ |
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justify-content: space-around; /* Space them evenly */ |
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align-items: center; /* Align them vertically */ |
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gap: .5rem |
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} |
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.container { |
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width: 90%; |
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margin: 0 auto; |
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} |
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</style> |
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# 2k Ranked Images |
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This dataset contains roughly two thousand images ranked from most preferred to least preferred based on human feedback on pairwise comparisons (>25k responses). |
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The generated images, which are a sample from the [open-image-preferences-v1 dataset](https://huggingface.co/datasets/data-is-better-together/open-image-preferences-v1) |
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from the team @[data-is-better-together](https://huggingface.co/data-is-better-together), are rated purely based on aesthetic preference, disregarding the prompt used for generation. |
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We provide the categories of the original dataset for easy filtering. |
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This is a new modality of preference data for us, different from our typical pairwise preferences, that we wanted to try out. If this type of data is useful of interesting to |
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you, please ❤️ the dataset. If there is community interest and this dataset gets 30 ❤️s we will rank the full set of **17k** images! |
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## Examples |
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**Some of the most preferred images** |
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A lot of the most preferred images represent beautiful and serene landscapes and nature scenes. |
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<div class="horizontal-container"> |
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<div clas="container"> |
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<div class="image-container"> |
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<div> |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/6710d82fd3a72fc574ea620f/0dhyUpg7OWx_vwwFyi3A5.jpeg" width=300> |
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</div> |
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<div> |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/6710d82fd3a72fc574ea620f/Vb1T_3egXRYAarPZ8ecjb.jpeg" width=300> |
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</div> |
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<div> |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/6710d82fd3a72fc574ea620f/fkSMZOUffF_0jEWKkLs5L.jpeg" width=300> |
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</div> |
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<div> |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/6710d82fd3a72fc574ea620f/B0klO4wCY_vHEGJTpVNoM.jpeg" width=300> |
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</div> |
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</div> |
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</div> |
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</div> |
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**Some of the least preferred images** |
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The least preferres images are more diverse, but often contain scary, malformed, or just plain boring subjects. |
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<div class="horizontal-container"> |
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<div clas="container"> |
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<div class="image-container"> |
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<div> |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/6710d82fd3a72fc574ea620f/2qQj9CQkPV9OFIqmAiVHk.jpeg" width=300> |
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</div> |
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<div> |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/6710d82fd3a72fc574ea620f/WR26hcaYIa7AWgwi4N8FR.jpeg" width=300> |
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</div> |
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<div> |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/6710d82fd3a72fc574ea620f/l3TiV30JvmwBdB63mvOjB.jpeg" width=300> |
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</div> |
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<div> |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/6710d82fd3a72fc574ea620f/3vGcb4w4iDSLci-77CCSb.jpeg" width=300> |
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</div> |
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</div> |
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</div> |
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</div> |
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<a href="https://www.rapidata.ai"> |
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<img src="https://cdn-uploads.huggingface.co/production/uploads/66f5624c42b853e73e0738eb/jfxR79bOztqaC6_yNNnGU.jpeg" width="400" alt="Dataset visualization"> |
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</a> |
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Rank your own images through [our API](https://docs.rapidata.ai)! |
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