ts0pwo/20K_real_and_deepfake_images

这个数据集包含了用于评估我们的deepfake检测框架的测试图像。原始数据集包含20,000张真实和deepfake图像，但由于2600个文件受到英国王室版权保护，未经许可不能复制，因此这些文件已被移除。我们的框架包含了4个机器学习模型，这些模型接收原始图像、错误水平分析（ELA）图像、噪声分析（NA）图像和主成分分析（PCA）图像作为输入。这些模型是使用Tensorflow版本2.26.2创建的。在代码库中，存储了原始图像。

This dataset contains the test images used to evaluate our deepfake detection framework. It originally contained 20,000 real and deepfake images, but as some 2600 files are protected by the UK Crown and we do not have permission to reproduce them, these files have been removed. Our framework includes 4 machine learning models, which take in original images, error-level analysis (ELA) images, noise analysis (NA) images, and Principal Component Analysis (PCA) images as input. The models were created using Tensorflow version 2.26.2. In this repository, the original images are stored.