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wd-convnext-tagger-v3-onnx-mobile
Smashinfries/wd-convnext-tagger-v3-onnx-mobile
wd-convnext-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-convnext-tagger-v3.
Access
Public
Updated Aug 14, 2026
Repo size
1 GB
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0
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Repo makeup
Click a slice to open those files.
.onnx618 MB · 100%
At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Mar 9, 2024
- Updated
- Aug 14, 2026
- SHA
- f574b1b7
Base models
Model card
From the Hugging Face model README
FP16 / UINT8 Quants of SmilingWolf's wd-convnext-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 also included.
Accuracy
This was tested using this sample.
The INT8 is wd-convnext-tagger-v3-quint8-mobile.onnx
| Tag | Base (FP32) | QUINT8 | Difference |
|---|---|---|---|
1girl | 99.88% | 99.86% | ░░░░░░░░░░ -0.02% |
power_(chainsaw_man) | 99.46% | 99.48% | ░░░░░░░░░░ +0.02% |
horns | 97.87% | 97.70% | ░░░░░░░░░░ -0.17% |
solo | 97.68% | 97.57% | ░░░░░░░░░░ -0.12% |
red_horns | 95.79% | 95.78% | ░░░░░░░░░░ -0.02% |
necktie | 94.19% | 94.45% | ░░░░░░░░░░ +0.26% |
shirt | 94.07% | 93.77% | ░░░░░░░░░░ -0.30% |
sharp_teeth | 93.02% | 94.46% | ░░░░░░░░░░ +1.44% |
long_hair | 92.59% | 92.16% | ░░░░░░░░░░ -0.43% |
teeth | 92.38% | 92.21% | ░░░░░░░░░░ -0.16% |
general | 91.77% | 90.93% | ░░░░░░░░░░ -0.83% |
white_shirt | 91.75% | 92.48% | ░░░░░░░░░░ +0.73% |
cross-shaped_pupils | 91.65% | 91.62% | ░░░░░░░░░░ -0.04% |
hair_between_eyes | 90.93% | 90.62% | ░░░░░░░░░░ -0.31% |
looking_at_viewer | 90.18% | 88.88% | ░░░░░░░░░░ -1.30% |
open_mouth | 86.01% | 86.39% | ░░░░░░░░░░ +0.38% |
black_necktie | 85.68% | 84.85% | ░░░░░░░░░░ -0.83% |
collared_shirt | 84.71% | 83.60% | ░░░░░░░░░░ -1.11% |
symbol-shaped_pupils | 84.32% | 84.21% | ░░░░░░░░░░ -0.11% |
simple_background | 83.37% | 82.15% | ░░░░░░░░░░ -1.22% |
smile | 69.47% | 68.23% | ░░░░░░░░░░ -1.23% |
blonde_hair | 67.95% | 65.80% | █░░░░░░░░░ -2.15% |
claw_pose | 59.94% | 56.10% | █░░░░░░░░░ -3.83% |
fangs | 57.70% | 64.21% | ░░░░░░░░░░ +6.52% |
upper_body | 57.65% | 53.68% | █░░░░░░░░░ -3.96% |
demon_horns | 57.60% | 55.76% | █░░░░░░░░░ -1.84% |
jacket | 54.41% | 54.65% | ░░░░░░░░░░ +0.23% |
grey_background | 52.50% | 50.27% | █░░░░░░░░░ -2.23% |
white_background | 47.77% | 47.70% | ░░░░░░░░░░ -0.07% |
orange_eyes | 41.89% | 42.50% | ░░░░░░░░░░ +0.61% |
- License
- apache-2.0
- Languages
- en
- Created
- Mar 9, 2024
- Updated
- Aug 14, 2026