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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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- 1K<n<10K |
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--- |
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Dataset for anime face detection (face only, not the entire head). |
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| Dataset | Train | Test | Validate | Description | |
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|:-----------------------:|:-----:|:----:|:--------:|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| |
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| 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. | |
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| v1.4-raw | 4266 | 622 | 1217 | Same as `v1.4`, without any preprocess and data augmentation. Suitable for directly upload to Roboflow platform. | |
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| 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. | |
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| raw | 1981 | 293 | 566 | Same as `v1`, without any preprocess and data augmentation. Suitable for directly upload to Roboflow platform. | |
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| Anime Face CreateML.v1i | 4263 | 609 | 1210 | Third-party dataset, source: https://universe.roboflow.com/my-workspace-mph8o/anime-face-createml/dataset/1 | |
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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). |
