Table 2.
Summary of the presented datasets.
| Dataset | # of images | # of categories of drawings | Drawing skill | Type of approach (product or process) | Metadata |
|---|---|---|---|---|---|
| Quick, Draw! | 50 million sketches | 345 (objects categories) | Amateur | Both | Country |
| TU-Berlin dataset | 20,000 sketches | 250 (object categories) | Amateur | Both | Human prediction available for each drawing |
| Sketchy dataset | 75,471 sketches of 12,500 photographs | 125 (object categories) | Amateur | Both | Drawings paired with a photograph |
| Manga109 dataset | 109 Japanese comics with 194 pages each | 94 (professional creators) | Expert | Product | Labeled rectangles around frames, faces… |
| Hicsonmez et al. dataset (2017) | 6,500 pages | 24 (professional illustrators) | Expert | Product |
All these datasets are at least partially available online.