说明文档

这是 DeepGHS 新的标签器附加训练框架 deepghs/emb_attachments 的实验。

仅作技术验证，不建议在生产环境中使用。

（2025.3.7：此功能仍在开发中，你可以查看这个 PR 和这份文档，你会喜欢的。）

名称	编码器	问题类型	FLOPS	参数量	AUC	准确率	损失	mAP	标签
mlp_layer1_seed114514_dist8	wdtagger:SmilingWolf/wd-swinv2-tagger-v3	分类	525.3K	525.8K	0.9937	0.9743	0.04483	0.9937	单色，正常
mlp_layer1_seedx_dist8	wdtagger:SmilingWolf/wd-swinv2-tagger-v3	分类	525.3K	525.8K	0.9946	0.9732	0.04058	0.9947	单色，正常
mlp_layer1_seed3_dist8	wdtagger:SmilingWolf/wd-swinv2-tagger-v3	分类	525.3K	525.8K	0.9956	0.9699	0.05301	0.9957	单色，正常
mlp_layer1_seed1	wdtagger:SmilingWolf/wd-swinv2-tagger-v3	分类	525.3K	525.8K	0.9948	0.9652	0.06904	0.995	单色，正常

deepghs/eattach_monochrome_experiments

作者 deepghs

image-classification dghs-imgutils

↓ 0 ♥ 0

创建时间: 2025-03-07 04:58:47+00:00

更新时间: 2025-03-20 12:50:48+00:00

在 Hugging Face 上查看

文件 (46)

.gitattributes

README.md

mlp_layer1_seed1/events.out.tfevents.1741272460.77cc9058c7a7b07cddf3cf65aa1202cb5e26bda5001d182067e0d90f.661707.0

mlp_layer1_seed1/meta.json

mlp_layer1_seed1/metrics.json

mlp_layer1_seed1/model.onnx ONNX

mlp_layer1_seed1/model.safetensors

mlp_layer1_seed1/plot_confusion.png

mlp_layer1_seed1/plot_f1_curve.png

mlp_layer1_seed1/plot_p_curve.png

mlp_layer1_seed1/plot_pr_curve.png

mlp_layer1_seed1/plot_r_curve.png

mlp_layer1_seed1/plot_roc_curve.png

mlp_layer1_seed114514_dist8/events.out.tfevents.1742473121.197caa7ba88141226195c99eeafb8490b47d74629daea96443dcc28f.263082.0

mlp_layer1_seed114514_dist8/meta.json

mlp_layer1_seed114514_dist8/metrics.json

mlp_layer1_seed114514_dist8/model.onnx ONNX

mlp_layer1_seed114514_dist8/model.safetensors

mlp_layer1_seed114514_dist8/plot_confusion.png

mlp_layer1_seed114514_dist8/plot_f1_curve.png

mlp_layer1_seed114514_dist8/plot_p_curve.png

mlp_layer1_seed114514_dist8/plot_pr_curve.png

mlp_layer1_seed114514_dist8/plot_r_curve.png

mlp_layer1_seed114514_dist8/plot_roc_curve.png

mlp_layer1_seed3_dist8/events.out.tfevents.1742459370.197caa7ba88141226195c99eeafb8490b47d74629daea96443dcc28f.35842.0

mlp_layer1_seed3_dist8/meta.json

mlp_layer1_seed3_dist8/metrics.json

mlp_layer1_seed3_dist8/model.onnx ONNX

mlp_layer1_seed3_dist8/model.safetensors

mlp_layer1_seed3_dist8/plot_confusion.png

mlp_layer1_seed3_dist8/plot_f1_curve.png

mlp_layer1_seed3_dist8/plot_p_curve.png

mlp_layer1_seed3_dist8/plot_pr_curve.png

mlp_layer1_seed3_dist8/plot_r_curve.png

mlp_layer1_seed3_dist8/plot_roc_curve.png

mlp_layer1_seedx_dist8/events.out.tfevents.1742461859.197caa7ba88141226195c99eeafb8490b47d74629daea96443dcc28f.120820.0

mlp_layer1_seedx_dist8/meta.json

mlp_layer1_seedx_dist8/metrics.json

mlp_layer1_seedx_dist8/model.onnx ONNX

mlp_layer1_seedx_dist8/model.safetensors

mlp_layer1_seedx_dist8/plot_confusion.png

mlp_layer1_seedx_dist8/plot_f1_curve.png

mlp_layer1_seedx_dist8/plot_p_curve.png

mlp_layer1_seedx_dist8/plot_pr_curve.png

mlp_layer1_seedx_dist8/plot_r_curve.png

mlp_layer1_seedx_dist8/plot_roc_curve.png