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A Detection and Positioning System on Face-Forged Video by AI

Python 100.00%

deepfake-detect's Introduction

A Detection and Positioning System on Face-Forged Video by AI

基于 Python 语言编写代码复现模型框架,分别在 Celeb-DF 数据集上训练 HeadPoses 模型,在 FaceForensics++的 Deepfake 数据集训练 MesoNet 和 Xception 两个基于深度网络的伪脸检测模型,并在此基础上使用 PyQt5 库设计和实现了一个对用户友好的 AI 换脸视频检测定位系统,该系统可直观展示伪脸检测算法的帧定位效果和视频检测结果

Environment

  • tqdm 4.28.1
  • numpy 1.16.2
  • dlib 19.21.1
  • opencv-python 4.1.1.26
  • Pillow 6.2.0
  • Sklearn 0.20.4
  • Torch 1.7.1+cu110

Test Results

Example

deepfake-detect's People

Contributors

randgun avatar

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