DeepFakeDetection / README.md
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metadata
tags:
  - text-to-image
  - stable-diffusion
  - lora
  - diffusers
  - template:sd-lora
widget:
  - text: '-'
    output:
      url: images/wallpaper-supernova.jpg
base_model: dima806/deepfake_vs_real_image_detection
instance_prompt: null
license: apache-2.0

DeepFakeDetection

Prompt
-

Model description


license: apache-2.0 metrics: - accuracy - f1

Checks whether an image is real or fake (AI-generated).

See https://www.kaggle.com/code/dima806/deepfake-vs-real-faces-detection-vit for more details.

``` Classification report:

          precision    recall  f1-score   support

    Real     0.9921    0.9933    0.9927     38080
    Fake     0.9933    0.9921    0.9927     38081

accuracy                         0.9927     76161

macro avg 0.9927 0.9927 0.9927 76161 weighted avg 0.9927 0.9927 0.9927 76161 ```

Download model

Weights for this model are available in PyTorch,Safetensors format.

Download them in the Files & versions tab.