---
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](https://huggingface.co/SumomoLee) and [@Crystal427](https://huggingface.co/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](https://huggingface.co/spaces/deepghs/anime_object_detection) here.