说明文档

用于判断动漫图像是否为单色（黑白）的模型，训练尺寸为 384。

模型	FLOPs	准确率	混淆矩阵	描述
caformer_s36	22.10G	95.63%	混淆矩阵	模型：来自 timm 的 caformer_s36
caformer_s36_safe2	22.10G	95.52%	混淆矩阵	模型：来自 timm 的 caformer_s36，相比 caformer_s36 具有更高的精确率和更低的召回率
caformer_s36_plus	22.10G	97.31%	混淆矩阵	模型：来自 timm 的 caformer_s36.sail_in22k_ft_in1k_384 预训练模型
caformer_s36_plus_safe2	22.10G	97.09%	混淆矩阵	模型：来自 timm 的 caformer_s36.sail_in22k_ft_in1k_384 预训练模型，相比 caformer_s36.sail_in22k_ft_in1k_384 具有更高的精确率和更低的召回率
mobilenetv3_large_100	0.63G	95.40%	混淆矩阵	模型：来自 timm 的 mobilenetv3_large_100
mobilenetv3_large_100_dist	0.63G	96.30%	混淆矩阵	使用 mobilenetv3_large_100 从 caformer_s36_plus 蒸馏而来
mobilenetv3_large_100_safe2	0.63G	94.62%	混淆矩阵	模型：来自 timm 的 mobilenetv3_large_100，相比 mobilenetv3_large_100 具有更高的精确率和更低的召回率
mobilenetv3_large_100_dist_safe2	0.63G	95.85%	混淆矩阵	使用 mobilenetv3_large_100 从 caformer_s36_plus_safe2 蒸馏而来

deepghs/monochrome_detect

作者 deepghs

image-classification

↓ 0 ♥ 0

创建时间: 2023-06-02 10:41:40+00:00

更新时间: 2023-06-07 08:57:50+00:00

在 Hugging Face 上查看

文件 (82)

.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/plot_roc_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_plus_safe2/meta.json

caformer_s36_plus_safe2/metrics.json

caformer_s36_plus_safe2/model.ckpt

caformer_s36_plus_safe2/model.onnx ONNX

caformer_s36_plus_safe2/plot_confusion.png

caformer_s36_plus_safe2/plot_f1_curve.png

caformer_s36_plus_safe2/plot_p_curve.png

caformer_s36_plus_safe2/plot_pr_curve.png

caformer_s36_plus_safe2/plot_r_curve.png

caformer_s36_plus_safe2/plot_roc_curve.png

caformer_s36_safe2/meta.json

caformer_s36_safe2/metrics.json

caformer_s36_safe2/model.ckpt

caformer_s36_safe2/model.onnx ONNX

caformer_s36_safe2/plot_confusion.png

caformer_s36_safe2/plot_f1_curve.png

caformer_s36_safe2/plot_p_curve.png

caformer_s36_safe2/plot_pr_curve.png

caformer_s36_safe2/plot_r_curve.png

caformer_s36_safe2/plot_roc_curve.png

mobilenetv3_large_100/meta.json

mobilenetv3_large_100/metrics.json

mobilenetv3_large_100/model.ckpt

mobilenetv3_large_100/model.onnx ONNX

mobilenetv3_large_100/plot_confusion.png

mobilenetv3_large_100/plot_f1_curve.png

mobilenetv3_large_100/plot_p_curve.png

mobilenetv3_large_100/plot_pr_curve.png

mobilenetv3_large_100/plot_r_curve.png

mobilenetv3_large_100/plot_roc_curve.png

mobilenetv3_large_100_dist/meta.json

mobilenetv3_large_100_dist/metrics.json

mobilenetv3_large_100_dist/model.ckpt

mobilenetv3_large_100_dist/model.onnx ONNX

mobilenetv3_large_100_dist/plot_confusion.png

mobilenetv3_large_100_dist/plot_f1_curve.png

mobilenetv3_large_100_dist/plot_p_curve.png

mobilenetv3_large_100_dist/plot_pr_curve.png

mobilenetv3_large_100_dist/plot_r_curve.png

mobilenetv3_large_100_dist/plot_roc_curve.png

mobilenetv3_large_100_dist_safe2/meta.json

mobilenetv3_large_100_dist_safe2/metrics.json

mobilenetv3_large_100_dist_safe2/model.ckpt

mobilenetv3_large_100_dist_safe2/model.onnx ONNX

mobilenetv3_large_100_dist_safe2/plot_confusion.png

mobilenetv3_large_100_dist_safe2/plot_f1_curve.png

mobilenetv3_large_100_dist_safe2/plot_p_curve.png

mobilenetv3_large_100_dist_safe2/plot_pr_curve.png

mobilenetv3_large_100_dist_safe2/plot_r_curve.png

mobilenetv3_large_100_dist_safe2/plot_roc_curve.png

mobilenetv3_large_100_safe2/meta.json

mobilenetv3_large_100_safe2/metrics.json

mobilenetv3_large_100_safe2/model.ckpt

mobilenetv3_large_100_safe2/model.onnx ONNX

mobilenetv3_large_100_safe2/plot_confusion.png

mobilenetv3_large_100_safe2/plot_f1_curve.png

mobilenetv3_large_100_safe2/plot_p_curve.png

mobilenetv3_large_100_safe2/plot_pr_curve.png

mobilenetv3_large_100_safe2/plot_r_curve.png

mobilenetv3_large_100_safe2/plot_roc_curve.png