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--- |
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license: mit |
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task_categories: |
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- object-detection |
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tags: |
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- art |
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size_categories: |
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- 10K<n<100K |
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--- |
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Dataset for anime head detection (include the entire head, not only the face parts). |
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| Dataset | Train | Test | Validate | Description | |
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|------------------------|-------|------|----------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| |
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| 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. | |
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| v2.0-raw | 5350 | 766 | 1528 | Original archive of v2.0, without any preprocessing or data augmentation. | |
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| 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`. | |
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| 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". | |
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| v1.0-raw | 6963 | 1036 | 2000 | Original archive of v1.0, without any preprocessing or data augmentation. | |
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We provide an [online demo](https://huggingface.co/spaces/deepghs/anime_object_detection) here. |
