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BEiT-3 Fake image detection

BEiT-3 is a foundation model that can be fine-tuned to detect fake images with a classification head.

Training and evaluation

Use https://colab.research.google.com/github/ with "Include private repos" to run fake_image_detection.ipynb

Dataset

generate_balanced_dataset.py was used to generate a balanced train dataset: https://www.kaggle.com/datasets/dmitryvinnik/artifact-60k-balanced

The predictions are provided for https://www.kaggle.com/datasets/dmitryvinnik/rd-predict-dataset

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