2D Video Game Character Sprites
The Sprites dataset contains 60 pixel color images of animated characters (sprites). There are 672 sprites, 500 for training, 100 for testing and 72 for validation. Each sprite has 20 animations and 178 images, so the full dataset has 120K images in total. There are many changes in the appearance of the sprites, they differ in their body shape, gender, hair, armor, arm type, greaves, and weapon.
Source: Challenges in Disentangling Independent Factors of Variation
Variants: Colored dSprites, Sprites
This dataset is used in 2 benchmarks:
| Task | Model | Paper | Date |
|---|---|---|---|
| Imputation | GP-VAE (B-NLST) | Seq2Tens: An Efficient Representation of … | 2020-06-12 |
| Video Prediction | MGP-VAE (with geodesic loss) | Disentangling Multiple Features in Video … | 2020-01-08 |
Recent papers with results on this dataset: