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说明文档
该模型用于预测动漫图片的类型，包含以下五个类别：
- 3D：3D渲染的图像，包括Mikumikudance、Koikatsu等。
- Bangumi：动漫视频截图。
- Comic：包含大量文字或分镜序列的漫画图像。
- Illustration：通用动漫插画。
- Not Painting：（仅在新模型中可用）任何不能称为画作的内容，如画师宣传帖、游戏截图、聊天记录等。
| 名称 | FLOPS | 参数量 | 准确率 | AUC | 混淆矩阵 | 标签 |
|---|---|---|---|---|---|---|
| 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 |
| 模型 | FLOPs | 准确率 | 混淆矩阵 | 描述 |
|---|---|---|---|---|
| caformer_s36 | 22.10G | 88.19% | Confusion Matrix | 模型：来自timm的caformer_s36 |
| caformer_s36_plus | 22.10G | 93.47% | Confusion Matrix | 模型：来自timm的caformer_s36.sail_in22k_ft_in1k_384预训练模型 |
| mobilenetv3 | 0.63G | 88.96% | Confusion Matrix | 模型：来自timm的mobilenetv3_large_100 |
| mobilenetv3_dist | 0.63G | 91.98% | Confusion Matrix | 从caformer_s36_plus蒸馏，使用mobilenetv3_large_100配合focal loss |
| mobilenetv3_sce | 0.63G | 89.92% | Confusion Matrix | 模型：来自timm的mobilenetv3_large_100，使用SCELoss作为损失函数 |
| mobilenetv3_sce_dist | 0.63G | 92.35% | Confusion Matrix | 从caformer_s36_plus蒸馏，使用mobilenetv3_large_100配合SCELoss |
| mobilevitv2_150 | 9.09G | 88.21% | Confusion Matrix | 模型：来自timm的mobilevitv2_150 |
deepghs/anime_classification
作者 deepghs
image-classification
↓ 0
♥ 16
创建时间: 2023-06-02 14:22:56+00:00
更新时间: 2024-10-31 10:12:27+00:00
在 Hugging Face 上查看文件 (267)
.gitattributes
README.md
caformer_s36/meta.json
caformer_s36/metrics.json
caformer_s36/model.ckpt
caformer_s36/model.onnx
ONNX
caformer_s36/plot_confusion.png
caformer_s36/plot_f1_curve.png
caformer_s36/plot_p_curve.png
caformer_s36/plot_pr_curve.png
caformer_s36/plot_r_curve.png
caformer_s36_plus/meta.json
caformer_s36_plus/metrics.json
caformer_s36_plus/model.ckpt
caformer_s36_plus/model.onnx
ONNX
caformer_s36_plus/plot_confusion.png
caformer_s36_plus/plot_f1_curve.png
caformer_s36_plus/plot_p_curve.png
caformer_s36_plus/plot_pr_curve.png
caformer_s36_plus/plot_r_curve.png
caformer_s36_plus/plot_roc_curve.png
caformer_s36_v1.1_focal/meta.json
caformer_s36_v1.1_focal/metrics.json
caformer_s36_v1.1_focal/model.ckpt
caformer_s36_v1.1_focal/model.onnx
ONNX
caformer_s36_v1.1_focal/plot_confusion.png
caformer_s36_v1.1_focal/plot_f1_curve.png
caformer_s36_v1.1_focal/plot_p_curve.png
caformer_s36_v1.1_focal/plot_pr_curve.png
caformer_s36_v1.1_focal/plot_r_curve.png
caformer_s36_v1.1_focal/plot_roc_curve.png
caformer_s36_v1.1_focal/plot_sample_3d.png
caformer_s36_v1.1_focal/plot_sample_bangumi.png
caformer_s36_v1.1_focal/plot_sample_comic.png
caformer_s36_v1.1_focal/plot_sample_illustration.png
caformer_s36_v1.1_focal/plot_sample_not_painting.png
caformer_s36_v1.2_focal/meta.json
caformer_s36_v1.2_focal/metrics.json
caformer_s36_v1.2_focal/model.ckpt
caformer_s36_v1.2_focal/model.onnx
ONNX
caformer_s36_v1.2_focal/plot_confusion.png
caformer_s36_v1.2_focal/plot_f1_curve.png
caformer_s36_v1.2_focal/plot_p_curve.png
caformer_s36_v1.2_focal/plot_pr_curve.png
caformer_s36_v1.2_focal/plot_r_curve.png
caformer_s36_v1.2_focal/plot_roc_curve.png
caformer_s36_v1.2_focal/plot_sample_3d.png
caformer_s36_v1.2_focal/plot_sample_bangumi.png
caformer_s36_v1.2_focal/plot_sample_comic.png
caformer_s36_v1.2_focal/plot_sample_illustration.png
caformer_s36_v1.2_focal/plot_sample_not_painting.png
caformer_s36_v1.3_focal/meta.json
caformer_s36_v1.3_focal/metrics.json
caformer_s36_v1.3_focal/model.ckpt
caformer_s36_v1.3_focal/model.onnx
ONNX
caformer_s36_v1.3_focal/plot_confusion.png
caformer_s36_v1.3_focal/plot_f1_curve.png
caformer_s36_v1.3_focal/plot_p_curve.png
caformer_s36_v1.3_focal/plot_pr_curve.png
caformer_s36_v1.3_focal/plot_r_curve.png
caformer_s36_v1.3_focal/plot_roc_curve.png
caformer_s36_v1.3_focal/plot_sample_3d.png
caformer_s36_v1.3_focal/plot_sample_bangumi.png
caformer_s36_v1.3_focal/plot_sample_comic.png
caformer_s36_v1.3_focal/plot_sample_illustration.png
caformer_s36_v1.3_focal/plot_sample_not_painting.png
caformer_s36_v1.4_focal/meta.json
caformer_s36_v1.4_focal/metrics.json
caformer_s36_v1.4_focal/model.ckpt
caformer_s36_v1.4_focal/model.onnx
ONNX
caformer_s36_v1.4_focal/plot_confusion.png
caformer_s36_v1.4_focal/plot_f1_curve.png
caformer_s36_v1.4_focal/plot_p_curve.png
caformer_s36_v1.4_focal/plot_pr_curve.png
caformer_s36_v1.4_focal/plot_r_curve.png
caformer_s36_v1.4_focal/plot_roc_curve.png
caformer_s36_v1.4_focal/plot_sample_3d.png
caformer_s36_v1.4_focal/plot_sample_bangumi.png
caformer_s36_v1.4_focal/plot_sample_comic.png
caformer_s36_v1.4_focal/plot_sample_illustration.png
caformer_s36_v1.4_focal/plot_sample_not_painting.png
caformer_s36_v1.4_focal_fixed/events.out.tfevents.1726903602.dd381fc62bdfa9ecca29a7a9c2e134137902c3050389946c1ab5ffd4.72369.0
caformer_s36_v1.4_focal_fixed/meta.json
caformer_s36_v1.4_focal_fixed/metrics.json
caformer_s36_v1.4_focal_fixed/model.ckpt
caformer_s36_v1.4_focal_fixed/model.onnx
ONNX
caformer_s36_v1.4_focal_fixed/plot_confusion.png
caformer_s36_v1.4_focal_fixed/plot_f1_curve.png
caformer_s36_v1.4_focal_fixed/plot_p_curve.png
caformer_s36_v1.4_focal_fixed/plot_pr_curve.png
caformer_s36_v1.4_focal_fixed/plot_r_curve.png
caformer_s36_v1.4_focal_fixed/plot_roc_curve.png
caformer_s36_v1.4_focal_fixed/plot_sample_3d.png
caformer_s36_v1.4_focal_fixed/plot_sample_bangumi.png
caformer_s36_v1.4_focal_fixed/plot_sample_comic.png
caformer_s36_v1.4_focal_fixed/plot_sample_illustration.png
caformer_s36_v1.4_focal_fixed/plot_sample_not_painting.png
caformer_s36_v1.4_focal_fp32/meta.json
caformer_s36_v1.4_focal_fp32/metrics.json
caformer_s36_v1.4_focal_fp32/model.ckpt
caformer_s36_v1.4_focal_fp32/model.onnx
ONNX
caformer_s36_v1.4_focal_fp32/plot_confusion.png
caformer_s36_v1.4_focal_fp32/plot_f1_curve.png
caformer_s36_v1.4_focal_fp32/plot_p_curve.png
caformer_s36_v1.4_focal_fp32/plot_pr_curve.png
caformer_s36_v1.4_focal_fp32/plot_r_curve.png
caformer_s36_v1.4_focal_fp32/plot_roc_curve.png
caformer_s36_v1.4_focal_fp32/plot_sample_3d.png
caformer_s36_v1.4_focal_fp32/plot_sample_bangumi.png
caformer_s36_v1.4_focal_fp32/plot_sample_comic.png
caformer_s36_v1.4_focal_fp32/plot_sample_illustration.png
caformer_s36_v1.4_focal_fp32/plot_sample_not_painting.png
caformer_s36_v1.5_focal/events.out.tfevents.1729842384.679b526be80a17292d66892be7b862bb00288f0918687366a7497fda.39332.0
caformer_s36_v1.5_focal/meta.json
caformer_s36_v1.5_focal/metrics.json
caformer_s36_v1.5_focal/model.ckpt
caformer_s36_v1.5_focal/model.onnx
ONNX
caformer_s36_v1.5_focal/plot_confusion.png
caformer_s36_v1.5_focal/plot_f1_curve.png
caformer_s36_v1.5_focal/plot_p_curve.png
caformer_s36_v1.5_focal/plot_pr_curve.png
caformer_s36_v1.5_focal/plot_r_curve.png
caformer_s36_v1.5_focal/plot_roc_curve.png
caformer_s36_v1.5_focal/plot_sample_3d.png
caformer_s36_v1.5_focal/plot_sample_bangumi.png
caformer_s36_v1.5_focal/plot_sample_comic.png
caformer_s36_v1.5_focal/plot_sample_illustration.png
caformer_s36_v1.5_focal/plot_sample_not_painting.png
caformer_s36_v1/meta.json
caformer_s36_v1/metrics.json
caformer_s36_v1/model.ckpt
caformer_s36_v1/model.onnx
ONNX
caformer_s36_v1/plot_confusion.png
caformer_s36_v1/plot_f1_curve.png
caformer_s36_v1/plot_p_curve.png
caformer_s36_v1/plot_pr_curve.png
caformer_s36_v1/plot_r_curve.png
caformer_s36_v1/plot_roc_curve.png
caformer_s36_v1/plot_sample_3d.png
caformer_s36_v1/plot_sample_bangumi.png
caformer_s36_v1/plot_sample_comic.png
caformer_s36_v1/plot_sample_illustration.png
caformer_s36_v1/plot_sample_not_painting.png
mobilenetv3/meta.json
mobilenetv3/metrics.json
mobilenetv3/model.ckpt
mobilenetv3/model.onnx
ONNX
mobilenetv3/plot_confusion.png
mobilenetv3/plot_f1_curve.png
mobilenetv3/plot_p_curve.png
mobilenetv3/plot_pr_curve.png
mobilenetv3/plot_r_curve.png
mobilenetv3_dist/meta.json
mobilenetv3_dist/metrics.json
mobilenetv3_dist/model.ckpt
mobilenetv3_dist/model.onnx
ONNX
mobilenetv3_dist/plot_confusion.png
mobilenetv3_dist/plot_f1_curve.png
mobilenetv3_dist/plot_p_curve.png
mobilenetv3_dist/plot_pr_curve.png
mobilenetv3_dist/plot_r_curve.png
mobilenetv3_dist/plot_roc_curve.png
mobilenetv3_sce/meta.json
mobilenetv3_sce/metrics.json
mobilenetv3_sce/model.ckpt
mobilenetv3_sce/model.onnx
ONNX
mobilenetv3_sce/plot_confusion.png
mobilenetv3_sce/plot_f1_curve.png
mobilenetv3_sce/plot_p_curve.png
mobilenetv3_sce/plot_pr_curve.png
mobilenetv3_sce/plot_r_curve.png
mobilenetv3_sce/plot_roc_curve.png
mobilenetv3_sce_dist/meta.json
mobilenetv3_sce_dist/metrics.json
mobilenetv3_sce_dist/model.ckpt
mobilenetv3_sce_dist/model.onnx
ONNX
mobilenetv3_sce_dist/plot_confusion.png
mobilenetv3_sce_dist/plot_f1_curve.png
mobilenetv3_sce_dist/plot_p_curve.png
mobilenetv3_sce_dist/plot_pr_curve.png
mobilenetv3_sce_dist/plot_r_curve.png
mobilenetv3_sce_dist/plot_roc_curve.png
mobilenetv3_v1.2_dist/meta.json
mobilenetv3_v1.2_dist/metrics.json
mobilenetv3_v1.2_dist/model.ckpt
mobilenetv3_v1.2_dist/model.onnx
ONNX
mobilenetv3_v1.2_dist/plot_confusion.png
mobilenetv3_v1.2_dist/plot_f1_curve.png
mobilenetv3_v1.2_dist/plot_p_curve.png
mobilenetv3_v1.2_dist/plot_pr_curve.png
mobilenetv3_v1.2_dist/plot_r_curve.png
mobilenetv3_v1.2_dist/plot_roc_curve.png
mobilenetv3_v1.2_dist/plot_sample_3d.png
mobilenetv3_v1.2_dist/plot_sample_bangumi.png
mobilenetv3_v1.2_dist/plot_sample_comic.png
mobilenetv3_v1.2_dist/plot_sample_illustration.png
mobilenetv3_v1.2_dist/plot_sample_not_painting.png
mobilenetv3_v1.3_dist/meta.json
mobilenetv3_v1.3_dist/metrics.json
mobilenetv3_v1.3_dist/model.ckpt
mobilenetv3_v1.3_dist/model.onnx
ONNX
mobilenetv3_v1.3_dist/plot_confusion.png
mobilenetv3_v1.3_dist/plot_f1_curve.png
mobilenetv3_v1.3_dist/plot_p_curve.png
mobilenetv3_v1.3_dist/plot_pr_curve.png
mobilenetv3_v1.3_dist/plot_r_curve.png
mobilenetv3_v1.3_dist/plot_roc_curve.png
mobilenetv3_v1.3_dist/plot_sample_3d.png
mobilenetv3_v1.3_dist/plot_sample_bangumi.png
mobilenetv3_v1.3_dist/plot_sample_comic.png
mobilenetv3_v1.3_dist/plot_sample_illustration.png
mobilenetv3_v1.3_dist/plot_sample_not_painting.png
mobilenetv3_v1.4_dist/meta.json
mobilenetv3_v1.4_dist/metrics.json
mobilenetv3_v1.4_dist/model.ckpt
mobilenetv3_v1.4_dist/model.onnx
ONNX
mobilenetv3_v1.4_dist/plot_confusion.png
mobilenetv3_v1.4_dist/plot_f1_curve.png
mobilenetv3_v1.4_dist/plot_p_curve.png
mobilenetv3_v1.4_dist/plot_pr_curve.png
mobilenetv3_v1.4_dist/plot_r_curve.png
mobilenetv3_v1.4_dist/plot_roc_curve.png
mobilenetv3_v1.4_dist/plot_sample_3d.png
mobilenetv3_v1.4_dist/plot_sample_bangumi.png
mobilenetv3_v1.4_dist/plot_sample_comic.png
mobilenetv3_v1.4_dist/plot_sample_illustration.png
mobilenetv3_v1.4_dist/plot_sample_not_painting.png
mobilenetv3_v1.5_dist/events.out.tfevents.1730142360.679b526be80a17292d66892be7b862bb00288f0918687366a7497fda.2270384.0
mobilenetv3_v1.5_dist/meta.json
mobilenetv3_v1.5_dist/metrics.json
mobilenetv3_v1.5_dist/model.ckpt
mobilenetv3_v1.5_dist/model.onnx
ONNX
mobilenetv3_v1.5_dist/plot_confusion.png
mobilenetv3_v1.5_dist/plot_f1_curve.png
mobilenetv3_v1.5_dist/plot_p_curve.png
mobilenetv3_v1.5_dist/plot_pr_curve.png
mobilenetv3_v1.5_dist/plot_r_curve.png
mobilenetv3_v1.5_dist/plot_roc_curve.png
mobilenetv3_v1.5_dist/plot_sample_3d.png
mobilenetv3_v1.5_dist/plot_sample_bangumi.png
mobilenetv3_v1.5_dist/plot_sample_comic.png
mobilenetv3_v1.5_dist/plot_sample_illustration.png
mobilenetv3_v1.5_dist/plot_sample_not_painting.png
mobilenetv3_v1_dist/meta.json
mobilenetv3_v1_dist/metrics.json
mobilenetv3_v1_dist/model.ckpt
mobilenetv3_v1_dist/model.onnx
ONNX
mobilenetv3_v1_dist/plot_confusion.png
mobilenetv3_v1_dist/plot_f1_curve.png
mobilenetv3_v1_dist/plot_p_curve.png
mobilenetv3_v1_dist/plot_pr_curve.png
mobilenetv3_v1_dist/plot_r_curve.png
mobilenetv3_v1_dist/plot_roc_curve.png
mobilenetv3_v1_dist/plot_sample_3d.png
mobilenetv3_v1_dist/plot_sample_bangumi.png
mobilenetv3_v1_dist/plot_sample_comic.png
mobilenetv3_v1_dist/plot_sample_illustration.png
mobilenetv3_v1_dist/plot_sample_not_painting.png
mobilevitv2_150/meta.json
mobilevitv2_150/metrics.json
mobilevitv2_150/model.ckpt
mobilevitv2_150/model.onnx
ONNX
mobilevitv2_150/plot_confusion.png
mobilevitv2_150/plot_f1_curve.png
mobilevitv2_150/plot_p_curve.png
mobilevitv2_150/plot_pr_curve.png
mobilevitv2_150/plot_r_curve.png