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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...
Source du modèle
Description de la source
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 sourceVérifié 28 sept.
Artefacts du modèle
10 artefactsExtraits de sources
2 extraits| 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
mobilenetv3_sce_dist_v1/model.ckpt
ckpt · 28,4 MB · SHA-256 71cffa9d4644…e473 · Hugging Face
Téléchargermobilenetv3_sce_dist_v1/model.onnx
onnx · 16,0 MB · SHA-256 c6bf6201d99b…5d2a · Hugging Face
Télécharger--- 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
