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The model used to predict whether an image is generated by AI techniques, mainly diffusion models. Please note that this model is trained on crawled data, and its predictions should be used for reference purposes...
Model source
Source description
The model used to predict whether an image is generated by AI techniques, mainly diffusion models. Please note that this model is trained on crawled data, and its predictions should be used for reference purposes only. It should not be used to determine the source or origin of an image.
Sources
1 sourceVerified Sep 28
Model artifacts
10 artifactsSource excerpts
2 excerpts| Model | FLOPs | Accuracy | Confusion Matrix | Description |
|---|
| caformer_s36_plus_sce | 22.10G | 97.54% | Confusion Matrix | Model: caformer_s36.sail_in22k_ft_in1k_384 pratrained from timm |
| mobilenetv3_sce | 0.63G | 93.20% | Confusion Matrix | Model: mobilenetv3_large_100 from timm |
| mobilenetv3_sce_dist | 0.63G | 95.65% | Confusion Matrix | Distillated from caformer_s36_plus_sce, using mobilenetv3_large_100 |
caformer_s36_sce_v1/model.ckpt
ckpt · 155 MB · SHA-256 555ef075329f…68b1 · Hugging Face
--- license: mit datasets: - deepghs/anime_ai_check metrics: - accuracy pipeline_tag: image-classification tags: - art --- The model used to predict whether an image is generated by AI techniques, mainly diffusion models. Please note that this model is trained on crawled data, and **its predictions should be used for reference purposes only**. It should not be used to determine the source or origin of an image. | Model | FLOPs | Accuracy | Confusion Matrix | Description | |:---------------------:|:------:|:--------:|:--------------------------------------------------------------------------------------------------------------------:|---------------------------------------------------------------------| | caformer_s36_plus_sce | 22.10G | 97.54% | [Confusion Matrix](https://huggingface.co/deepghs/anime_ai_check/blob/main/caformer_s36_plus_sce/plot_confusion.png) | Model: caformer_s36.sail_in22k_ft_in1k_384 pratrained from timm | | mobilenetv3_sce | 0.63G | 93.20% | [Confusion Matrix](https://huggingface.co/deepghs/anime_ai_check/blob/main/mobilenetv3_sce/plot_confusion.png) | Model: mobilenetv3_large_100 from timm | | mobilenetv3_sce_dist | 0.63G | 95.65% | [Confusion Matrix](https://huggingface.co/deepghs/anime_ai_check/blob/main/mobilenetv3_sce_dist/plot_confusion.png) | Distillated from caformer_s36_plus_sce, using mobilenetv3_large_100 |
Source context: 0 downloads · 0 likes · Pipeline image-classification · Repo Library-Mutsumi/anime_ai_check
