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--- |
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license: cc-by-nc-sa-4.0 |
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language: |
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- en |
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language_creators: |
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- machine-generated |
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multilinguality: |
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- monolingual |
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pretty_name: 'Sketch Scene Descriptions' |
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size_categories: |
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- n=10K |
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source_datasets: |
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- FS-COCO |
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tags: [] |
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task_categories: |
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- text-to-image |
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task_ids: [] |
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--- |
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# Dataset Card for Sketch Scene Descriptions |
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_Dataset used to train [Sketch Scene text to image model]()_ |
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We advance sketch research to scenes with the first dataset of freehand scene sketches, FS-COCO. With practical applications in mind, we collect sketches that convey well scene content but can be sketched within a few minutes by a person with any sketching skills. Our dataset comprises 10,000 freehand scene vector sketches with per-point space-time information by 100 non-expert individuals, offering both object- and scene-level abstraction. Each sketch is augmented with its text description. |
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For each row, the dataset contains `image` and `text` keys. `image` is a varying size PIL jpeg, and `text` is the accompanying text caption. Only a train split is provided. |
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## Citation |
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If you use this dataset, please cite it as: |
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``` |
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@inproceedings{fscoco, |
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title={FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context.} |
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author={Chowdhury, Pinaki Nath and Sain, Aneeshan and Bhunia, Ayan Kumar and Xiang, Tao and Gryaditskaya, Yulia and Song, Yi-Zhe}, |
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booktitle={ECCV}, |
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year={2022} |
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} |
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``` |
