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ai-generated-image-detection's Introduction

AI-Generated-Image-Detection-using-a-Cross-Attention-Enhanced-Dual-Stream-Network

You can download this paper here.

If you want cite this paper, BibTeX as follows:

@inproceedings{xi2023ai,
  title={Ai-generated image detection using a cross-attention enhanced dual-stream network},
  author={Xi, Ziyi and Huang, Wenmin and Wei, Kangkang and Luo, Weiqi and Zheng, Peijia},
  booktitle={2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)},
  pages={1463--1470},
  year={2023},
  organization={IEEE}
}

You can download Datasets of this paper here.

run the code

python3 train.py

Before run, maybe you should revise the following files:

  utils/MyDataset.py
  train.py

ai-generated-image-detection's People

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Mohan Li avatar avatar avatar avatar Nawelle SINGH avatar Niyel avatar Icemoon avatar Guojun Tang avatar avatar avatar avatar wyczzy avatar avatar Wu avatar zmskye avatar Ali Alazazi avatar avatar avatar

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ai-generated-image-detection's Issues

About the ALASKA dataset

Thank you for your excellent work, I have a question. In the paper, I see that you randomly select 20,000 uncompressed PG images of size 256 × 256 from the ALASKA database. I tried to download Uncompressed COLOR images datasets according to the readme flow, but the image format is based on TIFF. However, in the spilt file, the image format of the ALASKA dataset is all based on JPG. Am I picking the right database version?

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