Bizarre Pose Dataset (Bizarre Pose Dataset of Illustrated Characters)

Introduced by Chen et al. in Transfer Learning for Pose Estimation of Illustrated Characters

Human keypoint dataset of anime/manga-style character illustrations. Extension of the AnimeDrawingsDataset, with additional features:

  • all 17 COCO-compliant human keypoints

  • character bounding boxes

  • 2000 additional samples (4000 total) from Danbooru with difficult tags

Useful for pose estimation of illustrated characters, which allows downstream tasks such as pose-guided reference drawing retrieval (e.g. Hermit Purple).

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