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wd-swinv2-tagger-v3-onnx-mobile
Smashinfries/wd-swinv2-tagger-v3-onnx-mobile
wd-swinv2-tagger-v3-onnx-mobile is a machine learning model from Smashinfries. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
FP16 / UINT8 Quants of SmilingWolf's wd-swinv2-tagger-v3.
Access
Public
Updated Aug 26, 2026
Repo size
2.1 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.onnx804 MB · 100%
At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Aug 6, 2026
- Updated
- Aug 26, 2026
- SHA
- 741be074
Base models
Model card
From the Hugging Face model README
FP16 / UINT8 Quants of SmilingWolf's wd-swinv2-tagger-v3.
Models
Base
Models labeled without mobile have the same input and outputs as the original.
Mobile
Models labeled with mobile have preprocessing and postprocessing.
Input -> RGB data (Uint8Array) of an image
Output -> Same output
These models were made for the WaifuTagger app.
Tags
The tags.json file is the tags mapping for the model.
id -> [label, category id, count]
Category Ids:
- 0 = general
- 1 = artist
- 3 = copyright
- 4 = character
- 5 = meta
- 9 = rating
Notebook
The notebook used for processing is included.
Accuracy
This was tested using this sample.
The UINT8 is wd-swinv2-tagger-v3-quint8-mobile.onnx
| Tag | Base (FP32) | QUINT8 | Difference |
|---|---|---|---|
1girl | 99.82% | 99.78% | ░░░░░░░░░░ -0.04% |
power_(chainsaw_man) | 99.11% | 99.28% | ░░░░░░░░░░ +0.17% |
horns | 97.80% | 97.71% | ░░░░░░░░░░ -0.09% |
solo | 96.87% | 96.39% | ░░░░░░░░░░ -0.48% |
necktie | 95.15% | 95.09% | ░░░░░░░░░░ -0.05% |
sharp_teeth | 94.20% | 94.46% | ░░░░░░░░░░ +0.26% |
long_hair | 94.03% | 94.27% | ░░░░░░░░░░ +0.24% |
red_horns | 93.92% | 94.09% | ░░░░░░░░░░ +0.17% |
teeth | 93.30% | 93.54% | ░░░░░░░░░░ +0.24% |
shirt | 92.20% | 92.68% | ░░░░░░░░░░ +0.48% |
cross-shaped_pupils | 90.46% | 91.39% | ░░░░░░░░░░ +0.94% |
general | 89.29% | 90.99% | ░░░░░░░░░░ +1.71% |
looking_at_viewer | 89.25% | 89.17% | ░░░░░░░░░░ -0.08% |
black_necktie | 89.04% | 88.78% | ░░░░░░░░░░ -0.26% |
white_shirt | 88.53% | 88.56% | ░░░░░░░░░░ +0.03% |
blonde_hair | 88.40% | 88.30% | ░░░░░░░░░░ -0.10% |
symbol-shaped_pupils | 87.56% | 88.46% | ░░░░░░░░░░ +0.90% |
hair_between_eyes | 86.40% | 87.21% | ░░░░░░░░░░ +0.81% |
open_mouth | 85.92% | 87.22% | ░░░░░░░░░░ +1.30% |
collared_shirt | 83.45% | 84.18% | ░░░░░░░░░░ +0.73% |
simple_background | 79.63% | 80.59% | ░░░░░░░░░░ +0.96% |
jacket | 69.49% | 71.54% | ░░░░░░░░░░ +2.05% |
upper_body | 67.09% | 68.09% | ░░░░░░░░░░ +1.00% |
smile | 67.01% | 68.01% | ░░░░░░░░░░ +1.00% |
demon_horns | 65.34% | 65.77% | ░░░░░░░░░░ +0.43% |
claw_pose | 52.94% | 51.80% | ░░░░░░░░░░ -1.14% |
white_background | 49.70% | 46.76% | █░░░░░░░░░ -2.94% |
orange_eyes | 44.63% | 48.35% | ░░░░░░░░░░ +3.72% |
black_jacket | 39.10% | 42.97% | ░░░░░░░░░░ +3.87% |
hand_up | 37.35% | 38.86% | ░░░░░░░░░░ +1.52% |
- License
- apache-2.0
- Created
- Aug 6, 2026
- Updated
- Aug 26, 2026