---
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   |