ComfyUI Node
LSNet Features → Artist Tags
A ComfyUI node in Computational LSNet with 7 inputs and 4 outputs.
LSNet Features → Artist Tags
- features
- model
- tag_string
- json_output
- probs
- logits
◄top_k10►
◄threshold0.0000►
◄aggregatemean_logits►
◄temperature1.00►
◄l2_normalizefalse►
CategoryComputational LSNet
Inputs (7)
| Name | Type | Default | Description |
|---|---|---|---|
| features | TENSOR | — | |
| model | LSNET_MODEL | — | |
| top_k | INT | 101–2000 | — |
| threshold | FLOAT | 0.00000–1 | — |
| aggregate | COMBO | mean_logits | 2 options: mean_logits, mean_probs |
| temperature | FLOAT | 1.000.01–1000000 | — |
| l2_normalize | BOOLEAN | false | ⚠ 实测：归一化会把 ‖f‖≈49 压到 1，而 head.bn.running_mean 的范数本身就是 48.13，图像信息被 BN 常数项淹没，所有图片都会退化成同一个画师（同一张图归一化后 top1 从 poki_(...) 变成 uni_mate）。除非你同时把尺度乘回去，否则请保持关闭 |
Outputs (4)
| Name | Type | Description |
|---|---|---|
| tag_string | STRING | — |
| json_output | STRING | — |
| probs | TENSOR | — |
| logits | TENSOR | — |