deepghs/anime_head_detection

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.