metadata
license: mit
task_categories:
- object-detection
tags:
- art
size_categories:
- 10K<n<100K
Dataset for anime head detection (include the entire head, not only the face parts).
| Dataset | Train | Test | Validate | Description |
|---|---|---|---|---|
| v2.0 | 16050 | 766 | 1528 | High-quality manually annotated head detection dataset, containing images from bangumi and a large number of complex multi-person illustrations, which can significantly improve the training quality of the v1.0 dataset. Recommended to be used together with v1.0 dataset. Thanks to @SumomoLee and @Crystal427 for participating in the annotation task. |
| v2.0-raw | 5350 | 766 | 1528 | Original archive of v2.0, without any preprocessing or data augmentation. |
| ani_face_detection.v1i | 25698 | 113 | 253 | A high-quality third-party dataset (seems to no longer be publicly available, please contact me for removal if it infringes your rights) that can be used for training directly. Although its name includes face, but what it actually annotated are head. |
| v1.0 | 20889 | 1036 | 2000 | High-quality manually annotated head detection data. Includes images sampled from gelbooru and fancaps. All heads with human characteristics (including front, side, and back views) are marked, while non-human heads without significant humanoid features are not considered as "heads". |
| v1.0-raw | 6963 | 1036 | 2000 | Original archive of v1.0, without any preprocessing or data augmentation. |
We provide an online demo here.