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---
pipeline_tag: image-classification
base_model:
- Camais03/camie-tagger
language:
- en
tags:
- timm
- image
- dghs-imgutils
library_name: dghs-imgutils
license: gpl-3.0
---
Camie Tagger ONNX Exported Version.
# How To Use
```shell
pip install -U dghs-imgutils
```
```python
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](https://dghs-imgutils.deepghs.org/main/api_doc/tagging/camie.html).
# 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](https://huggingface.co/Camais03/camie-tagger/blob/main/model_initial.safetensors) | 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](https://huggingface.co/Camais03/camie-tagger/blob/main/model_refined.safetensors) | 334.0M | 68.1G | 512 | 2560 | 70527 | 0.2616 | 0.589 / 0.387 | 0.507 / 0.389 | 0.702 / 0.427 | 2025-03-11 |
|