ModelPublicadoExterno

Anime Classification

The model used to predict the types of anime images, which includes the following four categories: 3D: Images rendered in 3D, including Mikumikudance, Koikatsu, etc. Bangumi: Screenshots from anime videos. Comic:...

Fuentehuggingface.co/Library-Mutsumi/anime_classification/tree/28db73874f5d9bb7ca29c667ede22ec9a6623a27

TipoOtherVersiónRevision 28db738

Fuente del modelo

Tipo: Other
Tamaño del archivo: 16,1–165 MB
Versión: vRevision 28db738
Actualizado: 28 sept 2026
Descargas: 0
Fuente: Hugging Face

Descripción de la fuente

The model used to predict the types of anime images, which includes the following four categories:

3D: Images rendered in 3D, including Mikumikudance, Koikatsu, etc.
Bangumi: Screenshots from anime videos.
Comic: Images of manga that contain a significant amount of text or panel sequences.
Illustration: General anime illustrations.
Not Painting: (Only available in new models) Any content that cannot be called a painting, such as artist promotional posts, game screenshots, chat logs, etc.

Name	FLOPS	Params	Accuracy	AUC	Confusion	Labels
mobilenetv3_v1.5_dist	0.63G	4.18M	94.56%	0.9946	confusion	`3d`, `bangumi`, `comic`, `illustration`, `not_painting`
caformer_s36_v1.5_focal	22.10G	37.22M	95.06%	0.9957	confusion	`3d`, `bangumi`, `comic`, `illustration`, `not_painting`
caformer_s36_v1.4_focal_fixed	22.10G	37.22M	96.21%	0.9971	confusion	`3d`, `bangumi`, `comic`, `illustration`, `not_painting`
caformer_s36_v1.4_focal_fp32	22.10G	37.22M	95.98%	0.9969	confusion	`3d`, `bangumi`, `comic`, `illustration`, `not_painting`
mobilenetv3_v1.4_dist	0.63G	4.18M	94.77%	0.9950	confusion	`3d`, `bangumi`, `comic`, `illustration`, `not_painting`
caformer_s36_v1.4_focal	22.10G	37.22M	95.82%	0.9967	confusion	`3d`, `bangumi`, `comic`, `illustration`, `not_painting`
mobilenetv3_v1.3_dist	0.63G	4.18M	96.41%	0.9973	confusion	`3d`, `bangumi`, `comic`, `illustration`, `not_painting`
caformer_s36_v1.3_focal	22.10G	37.22M	97.16%	0.9982	confusion	`3d`, `bangumi`, `comic`, `illustration`, `not_painting`
mobilenetv3_v1.2_dist	0.63G	4.18M	96.53%	0.9972	confusion	`3d`, `bangumi`, `comic`, `illustration`, `not_painting`
caformer_s36_v1.2_focal	22.10G	37.22M	97.23%	0.9982	confusion	`3d`, `bangumi`, `comic`, `illustration`, `not_painting`
caformer_s36_v1.1_focal	22.10G	37.22M	95.99%	0.9967	confusion	`3d`, `bangumi`, `comic`, `illustration`, `not_painting`
mobilenetv3_v1_dist	0.63G	4.18M	94.04%	0.9928	confusion	`3d`, `bangumi`, `comic`, `illustration`, `not_painting`
caformer_s36_v1	22.10G	37.22M	94.72%	0.9934	confusion	`3d`, `bangumi`, `comic`, `illustration`, `not_painting`
mobilenetv3_dist	0.63G	4.18M	91.98%	0.9879	confusion	`3d`, `bangumi`, `comic`, `illustration`
mobilenetv3_sce_dist	0.63G	4.18M	92.35%	0.9854	confusion	`3d`, `bangumi`, `comic`, `illustration`
caformer_s36_plus	22.10G	37.22M	93.47%	0.9891	confusion	`3d`, `bangumi`, `comic`, `illustration`
mobilenetv3	0.63G	4.18M	88.96%	N/A	confusion	`3d`, `bangumi`, `comic`, `illustration`
mobilevitv2_150	9.09G	9.79M	88.21%	N/A	confusion	`3d`, `bangumi`, `comic`, `illustration`
mobilenetv3_sce	0.63G	4.18M	89.92%	0.9786	confusion	`3d`, `bangumi`, `comic`, `illustration`
caformer_s36	22.10G	37.22M	88.19%	N/A	confusion	`3d`, `bangumi`, `comic`, `illustration`

Model	FLOPs	Accuracy	Confusion Matrix	Description
caformer_s36	22.10G	88.19%	Confusion Matrix	Model: caformer_s36 from timm
caformer_s36_plus	22.10G	93.47%	Confusion Matrix	Model: caformer_s36.sail_in22k_ft_in1k_384 pratrained from timm
mobilenetv3	0.63G	88.96%	Confusion Matrix	Model: mobilenetv3_large_100 from timm
mobilenetv3_dist	0.63G	91.98%	Confusion Matrix	Distrillated from caformer_s36_plus, using mobilenetv3_large_100 with focal loss
mobilenetv3_sce	0.63G	89.92%	Confusion Matrix	Model: mobilenetv3_large_100 from timm, use SCELoss as loss function
mobilenetv3_sce_dist	0.63G	92.35%	Confusion Matrix	Distrillated from caformer_s36_plus, using mobilenetv3_large_100 with SCELoss
mobilevitv2_150	9.09G	88.21%	Confusion Matrix	Model: mobilevitv2_150 from timm

Fuentes

1 fuente

Hugging FacePrincipalVersión 28db73874f5d9bb7ca29c667ede22ec9a6623a27

huggingface.co/Library-Mutsumi/anime_classification/tree/28db73874f5d9bb7ca29c667ede22ec9a6623a27

Verificado 28 sept

Artefactos del modelo

40 artefactos

caformer_s36_plus/model.ckpt

ckpt · 155 MB · SHA-256 76135da935f0…180a · Hugging Face

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caformer_s36_plus/model.onnx

onnx · 143 MB · SHA-256 bb4ac52e54d5…287f · Hugging Face

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caformer_s36_v1.1_focal/model.ckpt

ckpt · 165 MB · SHA-256 6328e4efb25e…bbd2 · Hugging Face

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caformer_s36_v1.1_focal/model.onnx

onnx · 143 MB · SHA-256 f5d294c431b9…7005 · Hugging Face

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caformer_s36_v1.2_focal/model.ckpt

ckpt · 165 MB · SHA-256 f5b65908713c…5780 · Hugging Face

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caformer_s36_v1.2_focal/model.onnx

onnx · 143 MB · SHA-256 323656348b9d…aa22 · Hugging Face

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caformer_s36_v1.3_focal/model.ckpt

ckpt · 165 MB · SHA-256 e3107a38e225…44e7 · Hugging Face

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caformer_s36_v1.3_focal/model.onnx

onnx · 143 MB · SHA-256 279e3bf127c7…860e · Hugging Face

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caformer_s36_v1.4_focal_fixed/model.ckpt

ckpt · 165 MB · SHA-256 65dfd09994b9…bd4e · Hugging Face

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caformer_s36_v1.4_focal_fixed/model.onnx

onnx · 143 MB · SHA-256 61e625066a34…e05e · Hugging Face

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caformer_s36_v1.4_focal_fp32/model.ckpt

ckpt · 165 MB · SHA-256 8e3374ee6f7b…3b9b · Hugging Face

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caformer_s36_v1.4_focal_fp32/model.onnx

onnx · 143 MB · SHA-256 968990b4a2aa…fc46 · Hugging Face

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caformer_s36_v1.4_focal/model.ckpt

ckpt · 165 MB · SHA-256 560741925bbb…c553 · Hugging Face

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caformer_s36_v1.4_focal/model.onnx

onnx · 143 MB · SHA-256 36e5838d22df…a025 · Hugging Face

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caformer_s36_v1.5_focal/model.ckpt

ckpt · 165 MB · SHA-256 144c77d00470…43be · Hugging Face

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caformer_s36_v1.5_focal/model.onnx

onnx · 143 MB · SHA-256 6578bb8435cd…e8bb · Hugging Face

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caformer_s36_v1/model.ckpt

ckpt · 165 MB · SHA-256 9c7e9bcee893…d834 · Hugging Face

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caformer_s36_v1/model.onnx

onnx · 143 MB · SHA-256 8b8ca4e2b965…ccba · Hugging Face

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caformer_s36/model.ckpt

ckpt · 153 MB · SHA-256 95c39f092f40…9d18 · Hugging Face

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caformer_s36/model.onnx

onnx · 143 MB · SHA-256 b121a485f36f…bbae · Hugging Face

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mobilenetv3_dist/model.ckpt

ckpt · 28,5 MB · SHA-256 eb3e9662d930…7972 · Hugging Face

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mobilenetv3_dist/model.onnx

onnx · 16,1 MB · SHA-256 5d31f389cbdc…00c9 · Hugging Face

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mobilenetv3_sce_dist/model.ckpt

ckpt · 28,5 MB · SHA-256 406100006168…6257 · Hugging Face

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mobilenetv3_sce_dist/model.onnx

onnx · 16,1 MB · SHA-256 5571cf2d11a3…66e1 · Hugging Face

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mobilenetv3_sce/model.ckpt

ckpt · 28,5 MB · SHA-256 cae8a360ab18…7e86 · Hugging Face

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mobilenetv3_sce/model.onnx

onnx · 16,1 MB · SHA-256 76bd908e002b…e8be · Hugging Face

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mobilenetv3_v1_dist/model.ckpt

ckpt · 38,6 MB · SHA-256 efb35264d73c…9782 · Hugging Face

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mobilenetv3_v1_dist/model.onnx

onnx · 16,1 MB · SHA-256 f1494706dbbc…5f75 · Hugging Face

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mobilenetv3_v1.2_dist/model.ckpt

ckpt · 38,6 MB · SHA-256 28c77fce5dc9…6cec · Hugging Face

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mobilenetv3_v1.2_dist/model.onnx

onnx · 16,1 MB · SHA-256 775f520f28ff…2dfb · Hugging Face

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mobilenetv3_v1.3_dist/model.ckpt

ckpt · 38,6 MB · SHA-256 023b6077750a…b047 · Hugging Face

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mobilenetv3_v1.3_dist/model.onnx

onnx · 16,1 MB · SHA-256 fa233c04467c…d115 · Hugging Face

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mobilenetv3_v1.4_dist/model.ckpt

ckpt · 38,6 MB · SHA-256 3b177f71d325…1d71 · Hugging Face

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mobilenetv3_v1.4_dist/model.onnx

onnx · 16,1 MB · SHA-256 904d972ed10e…7d70 · Hugging Face

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mobilenetv3_v1.5_dist/model.ckpt

ckpt · 38,7 MB · SHA-256 4129fc24dfa7…9c70 · Hugging Face

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mobilenetv3_v1.5_dist/model.onnx

onnx · 16,1 MB · SHA-256 ea8f4497b0e3…d111 · Hugging Face

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mobilenetv3/model.ckpt

ckpt · 26,4 MB · SHA-256 388bdff58c2d…bde5 · Hugging Face

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mobilenetv3/model.onnx

onnx · 16,1 MB · SHA-256 ef0d8c4946ab…0a41 · Hugging Face

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mobilevitv2_150/model.ckpt

ckpt · 47,9 MB · SHA-256 a1b92b1a2a96…862a · Hugging Face

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mobilevitv2_150/model.onnx

onnx · 37,6 MB · SHA-256 587e3fd3f155…8ad7 · Hugging Face

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Extractos de fuentes

2 extractos

Readme28 septhuggingface.co/Library-Mutsumi/anime_classification

--- license: mit datasets: - deepghs/anime_classification metrics: - accuracy pipeline_tag: image-classification tags: - art --- The model used to predict the types of anime images, which includes the following four categories: * 3D: Images rendered in 3D, including Mikumikudance, Koikatsu, etc. * Bangumi: Screenshots from anime videos. * Comic: Images of manga that contain a significant amount of text or panel sequences. * Illustration: General anime illustrations. * Not Painting: (Only available in new models) Any content that cannot be called a painting, such as artist promotional posts, game screenshots, chat logs, etc. | Name | FLOPS | Params | Accuracy | AUC | Confusion | Labels | |:-----------------------------:|:-------:|:--------:|:----------:|:------:|:---------------------------------------------------------------------------------------------------------------------------:|:--------------------------------------------------------:| | mobilenetv3_v1.5_dist | 0.63G | 4.18M | 94.56% | 0.9946 | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/mobilenetv3_v1.5_dist/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration`, `not_painting` | | caformer_s36_v1.5_focal | 22.10G | 37.22M | 95.06% | 0.9957 | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/caformer_s36_v1.5_focal/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration`, `not_painting` | | caformer_s36_v1.4_focal_fixed | 22.10G | 37.22M | 96.21% | 0.9971 | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/caformer_s36_v1.4_focal_fixed/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration`, `not_painting` | | caformer_s36_v1.4_focal_fp32 | 22.10G | 37.22M | 95.98% | 0.9969 | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/caformer_s36_v1.4_focal_fp32/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration`, `not_painting` | | mobilenetv3_v1.4_dist | 0.63G | 4.18M | 94.77% | 0.9950 | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/mobilenetv3_v1.4_dist/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration`, `not_painting` | | caformer_s36_v1.4_focal | 22.10G | 37.22M | 95.82% | 0.9967 | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/caformer_s36_v1.4_focal/plot_confusion.png) | `3d`, `bangumi`, `comic`, `i...

Note28 septhuggingface.co/Library-Mutsumi/anime_classification

Source context: 0 downloads · 1 likes · Pipeline image-classification · Repo Library-Mutsumi/anime_classification