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README.md
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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 around 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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```
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dataset_infos.json
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{"zoheb--sketch-scene": {"description": "", "citation": "", "homepage": "", "license": "", "features": {"image": {"decode": true, "id": null, "_type": "Image"}, "text": {"dtype": "string", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "imagefolder", "config_name": "sketch", "version": {"version_str": "0.0.0", "description": null, "major": 0, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 237272212, "num_examples": 9999, "dataset_name": "parquet"}}, "download_checksums": null, "post_processing_size": null, "dataset_size": 237272212}}
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data/train-00000-of-00001-3275a90c470f659b.parquet → zoheb--sketch-scene/parquet-train.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:b8d23c94ba1936cb3289e934a8a9e6fb9a8f8a63bedec321f13688e15b639338
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size 138763382
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