deepghs/camie_tagger_onnx
By deepghs · ↓ 0 · ♥ 0 · Updated 2025-03-30
What's in this repo
This page lists the files in deepghs/camie_tagger_onnx, including initial_emb_to_pred.onnx, model.onnx, model_initial_only.onnx and more.
- 8 ONNX models (.onnx files)
- 21 files, including 8 .onnx, 6 .json, 2 .safetensors, 2 .csv, 1 .md, 1 .parquet
- Last updated 2025-03-30
ONNX files
| File | Size | Download |
|---|---|---|
| initial/initial_emb_to_pred.onnx | — | Download |
| initial/model.onnx | — | Download |
| initial/model_initial_only.onnx | — | Download |
| initial/refined_emb_to_pred.onnx | — | Download |
| refined/initial_emb_to_pred.onnx | — | Download |
| refined/model.onnx | — | Download |
| refined/model_initial_only.onnx | — | Download |
| refined/refined_emb_to_pred.onnx | — | Download |
How to use
These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.
README
Camie Tagger ONNX Exported Version.
How To Use
pip install -U dghs-imgutils
from imgutils.tagging import get_camie_tags
rating, tags, chars = get_camie_tags('image.png')
print(rating)
print(tags)
print(chars)
For further details, see our documentation.
Models
2 ONNX models exported in total.
| Name | Params | Flops | Input Size | Features | Classes | Threshold | F1 (MI/MA) | Precision (MI/MA) | Recall (MI/MA) | Created At |
|---|---|---|---|---|---|---|---|---|---|---|
| initial | 214.1M | 64.7G | 512 | 1280 | 70527 | 0.2576 | 0.584 / 0.383 | 0.498 / 0.382 | 0.706 / 0.426 | 2025-03-11 |
| refined | 334.0M | 68.1G | 512 | 2560 | 70527 | 0.2616 | 0.589 / 0.387 | 0.507 / 0.389 | 0.702 / 0.427 | 2025-03-11 |
Model info
image-classification
dghs-imgutils
dghs-imgutils
onnx
safetensors
timm
image
image-classification
en
base_model:Camais03/camie-tagger
base_model:quantized:Camais03/camie-tagger
license:gpl-3.0
region:us
↓ 0
♥ 0
Created: 2025-03-28
Updated: 2025-03-30
View on Hugging FaceFiles (21)
.gitattributes
README.md
initial/initial_emb_to_pred.onnx
ONNX
initial/meta.json
initial/model.onnx
ONNX
initial/model.safetensors
initial/model_initial_only.onnx
ONNX
initial/preprocess.json
initial/refined_emb_to_pred.onnx
ONNX
initial/selected_tags.csv
initial/threshold.json
models.parquet
refined/initial_emb_to_pred.onnx
ONNX
refined/meta.json
refined/model.onnx
ONNX
refined/model.safetensors
refined/model_initial_only.onnx
ONNX
refined/preprocess.json
refined/refined_emb_to_pred.onnx
ONNX
refined/selected_tags.csv
refined/threshold.json