The Digital Forensics 2023 dataset - DF2023

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David Fischinger, Martin Boyer

Published: 31 Aug 2023, Last Modified: 05 Mar 202525th Irish Machine Vision and Image Processing Conference 2023EveryoneCC BY-NC-SA 4.0
Abstract: The deliberate manipulation of public opinion, especially through altered images, which are frequently disseminated through online social networks, poses a significant danger to society. To fight this issue on a technical level we support the research community by releasing the Digital Forensics 2023 (DF2023) training and validation dataset, comprising one million images from four major forgery categories: splicing, copy-move, enhancement and removal. This dataset enables an objective comparison of network architectures and can significantly reduce the time and effort of researchers preparing datasets