Dataset Card for Sketch Scene Descriptions

Dataset used to train Sketch Scene text to image model

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.

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.

Citation

If you use this dataset, please cite it as:

@inproceedings{fscoco,
    title={FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context.}
    author={Chowdhury, Pinaki Nath and Sain, Aneeshan and Bhunia, Ayan Kumar and Xiang, Tao and Gryaditskaya, Yulia and Song, Yi-Zhe},
    booktitle={ECCV},
    year={2022}
}