Comprehensive Dataset of Face Manipulations
收藏arXiv2022-10-26 更新2024-08-06 收录
下载链接：
http://arxiv.org/abs/2208.11776v2
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资源简介：
本数据集名为‘Comprehensive Dataset of Face Manipulations’，由美国国防高级研究计划局创建，旨在为数字媒体的真实性检测提供支持。数据集包含14,490张经过编辑的人脸图像，来源于CelebA-HQ和FFHQ数据集，涵盖多种编辑类型如微笑、年龄变化等。创建过程中，采用StyleGAN和图像扩散技术进行图像编辑。该数据集主要应用于图像取证领域，解决图像真实性检测、编辑区域定位和编辑类型分类等问题。
This dataset, named 'Comprehensive Dataset of Face Manipulations', was developed by the U.S. Defense Advanced Research Projects Agency (DARPA) to support authenticity detection for digital media. It contains 14,490 edited facial images sourced from the CelebA-HQ and FFHQ datasets, covering various editing types such as smile adjustment and age alteration. Image editing for this dataset was performed using StyleGAN and image diffusion techniques during its construction. This dataset is primarily applied in the field of image forensics, addressing core tasks including image authenticity detection, edited region localization, and editing type classification.
提供机构：
美国国防高级研究计划局
创建时间：
2022-08-25
