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SUSTech_CV_Project

项目简介

本项目为2024年Spring Semester计算机视觉课程的小组期末Project。 本项目主要基于Deepface框架,ChatGPT3.5以及Lifespan age transformation GAN等模型,并将其整合,实现丰富完善的各项功能。初次之外,我们也对Deepface框架,Lifespan age transformation GAN模型等进行了系统性的学习,进行了各项的实验等等,具体内容详见项目报告部分。

项目使用

Ⅰ建议本项目在Conda或MiniConda环境中运行。

conda env create -f requirements.yaml

使用 requirements.yaml 与上述命令即可创建相关环境。

Ⅱ 环境构建完成后,请在运行Main.py即可开始正常运行。首次运行某些功能时,模型文件可能需要下载,过程较慢,请耐性等等,之后的运行不会重复下载。

Ⅲ 如下图所示,进入本系统后,会有详细的使用教程,依据使用教程即可进行各项操作。

image-20240615225715947

Lifespan age transformation GANs 使用注意

  • 由于Lifespan Age Transformation Synthesis项目并没有被集成到PyPi和Anaconda仓库中 ,不能直接使用conda install或者pip install安装
  • 需要下载GPU版本的pytorch,并且按照其仓库中的README.txt的说明下载依赖
  • 生成的视频文件在Lifespan_Age_Transformation_Synthesis\results\males_model\test_latest\traversal文件夹中

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