CycleGAN深度学习项目

远程仓库

leftthomas/CycleGAN: A PyTorch implementation of CycleGAN based on ICCV 2017 paper "Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks" (github.com)

运行准备

Anaconda

安装需要的库

指令

pip install pandas -i https://pypi.tuna.tsinghua.edu.cn/simple

pip install torch==1.11.0 -i Simple Index

pip install torchvision==0.12.0 -i Simple Index

pip install dominate==2.4.0 -i Simple Index

pip install visdom==0.1.8.8 -i Simple Index

pip install tqdm -i https://pypi.tuna.tsinghua.edu.cn/simple

运行结果

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数据集

我当前使用的数据集

leftthomas/CycleGAN: A PyTorch implementation of CycleGAN based on ICCV 2017 paper "Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks" (github.com)

因为数据集太大，训练时间慢所以删掉了很多图片