task_categories:object-detection size_categories:1K<n<10K license:mit art region:us
---
license: mit
task_categories:
- object-detection
tags:
- art
size_categories:
- 1K<n<10K
---

Dataset for anime face detection (face only, not the entire head).

|         Dataset         | Train | Test | Validate | Description                                                                                                                                                                                          |
|:-----------------------:|:-----:|:----:|:--------:|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
|           v1.4          | 12798 |  622 |   1217   | Additional images from different categories have been annotated based on the `v1` dataset. Furthermore, all automatically annotated data samples from the `v1` dataset have been manually corrected. |
|         v1.4-raw        |  4266 |  622 |   1217   | Same as `v1.4`, without any preprocess and data augmentation. Suitable for directly upload to Roboflow platform.                                                                                     |
|            v1           |  5943 |  293 |    566   | Primarily consists of illustrations, auto-annotated with [hysts/anime-face-detector](https://github.com/hysts/anime-face-detector), and necessary manual corrections is performed.                   |
|           raw           |  1981 |  293 |    566   | Same as `v1`, without any preprocess and data augmentation. Suitable for directly upload to Roboflow platform.                                                                                       |
| Anime Face CreateML.v1i |  4263 |  609 |   1210   | Third-party dataset, source: https://universe.roboflow.com/my-workspace-mph8o/anime-face-createml/dataset/1                                                                                          |

The best practice is to combine the `Anime Face CreateML.v1i` dataset with the `v1.4` dataset for training. We provide an [online demo](https://huggingface.co/spaces/deepghs/anime_object_detection).