metadata
license: apache-2.0
metrics:
- accuracy
- f1
base_model:
- google/vit-base-patch16-224-in21k
pipeline_tag: image-classification
library_name: transformers
Predicts with about 98% accuracy whether an attached image is AI-generated.
See https://www.kaggle.com/code/dima806/ai-vs-human-generated-images-prediction-vit for details.
Classification report:
precision recall f1-score support
human 0.9655 0.9930 0.9790 3998
AI-generated 0.9928 0.9645 0.9784 3997
accuracy 0.9787 7995
macro avg 0.9791 0.9787 0.9787 7995
weighted avg 0.9791 0.9787 0.9787 7995