Project Overview

The main purpose of this project is to distinguish between AI-Generated and Authentic photos.
This GitHub repository is structured for presentation purposes and showcases six models that were trained and introduced in the accompanying report.

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Repository Structure

• checkpoints
  Contains saved model weights. Due to file size, some models are provided as google drive links.

• graphics
  Includes visualizations and graphics for all the models.

• metrics
  Stores the evaluation metrics for all the models.

• data

  Folder where we loaded the data

• models
  Contains the implementation of all the models.

• utils
  Houses support functions such as:

  • Dataloaders for every model separately
  • Early stopping
  • Evaluation function

• training.ipynb
  A Jupyter notebook with the training loop for one of the models.