deepghs
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anime_classification

Image Classification

TensorBoard

ONNX

art

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narugo commited on 22 days ago

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1 Parent(s): d89a657

Sync README for deepghs/anime_classification, on 2024-10-31 10:12:27 UTC

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@@ -18,7 +18,7 @@ The model used to predict the types of anime images, which includes the followin
 |             Name              |  FLOPS  |  Params  |  Accuracy  |  AUC   |                                                          Confusion                                                          |                          Labels                          |
 |:-----------------------------:|:-------:|:--------:|:----------:|:------:|:---------------------------------------------------------------------------------------------------------------------------:|:--------------------------------------------------------:|
-|     mobilenetv3_v1.5_dist     |  0.63G  |  4.18M   |   94.54%   | 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` |

 |             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` |