deepghs/anime_ai_check
By deepghs · ↓ 0 · ♥ 1 · Updated 2023-06-11
What's in this repo
This page lists the files in deepghs/anime_ai_check, including model.onnx and more.
- 5 ONNX models (.onnx files)
- 52 files, including 30 .png, 10 .json, 5 .ckpt, 5 .onnx, 1 .md
- Last updated 2023-06-11
ONNX files
| File | Size | Download |
|---|---|---|
| caformer_s36_plus_sce/model.onnx | — | Download |
| caformer_s36_sce_v1/model.onnx | — | Download |
| mobilenetv3_sce/model.onnx | — | Download |
| mobilenetv3_sce_dist/model.onnx | — | Download |
| mobilenetv3_sce_dist_v1/model.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
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 | 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 |
Model info
Created: 2023-06-04
Updated: 2023-06-11
View on Hugging Face