钢铁雄心4大众脸生成器/Hearts of Iron IV Generic Face Generator

Results of 27 hours of training

前言/Preface

我是**人，我的英语不太好，下文中的错误还请大家指出，谢谢。

I'm from China and my English is not very good. Please point out the mistakes below, thank you.

这是一个基于lightweight-gan的钢铁雄心4大众脸生成AI。

This is an AI that can generate hoi4 generic faces, which is based on lightweight-gan.

lightweight-gan: https://github.com/lucidrains/lightweight-gan

训练时使用图片素材来自钢铁雄心4原版游戏和Kaiserreich Mod，共4000余张。

The images used for training are from Hearts of Iron IV Game and Kaiserreich Mod, about 4000 in total.

我为什么要训练这个AI？/Why did I train this AI?

在钢铁雄心4的mod制作过程中，大众脸绘制问题给mod制作者带来了很多的麻烦，所以我突发奇想，训练了这个AI，想为各位mod作者带来方便，提高制作效率。

The problem of generic face drawing has caused a lot of trouble for modders during the hoi4 mod making process. So in order to improve efficiency, bring convenience to all modders, I trained this AI.

用法/Usage

lightweight-gan的具体用法可以参考：

The specific usage of lightweight-gan can refer to:

https://github.com/lucidrains/lightweight-gan

训练时使用的是0.20.4版本的lightweight-gan，请谨慎使用其他版本。

Training was done with lightweight-gan version 0.20.4, please use other versions with caution.

如果你学会了lightweight-gan的用法，那你就可以去Release页面下载模型文件，然后将其放到./models/hoi/中，之后在运行：

If you have already learned the usage of lightweight-gan, then you can go to the Release page to download the model file, and then put it into ./models/hoi/ folder, and then:

$ lightweight_gan --name hoi --generate --generate-types ema

更多生成选项可以参照：

More generation options can refer to:

https://github.com/lucidrains/lightweight-gan#generating

因本人经济能力与时间不足，部分生成的图片质量不高，不过可使用图片修复AI或者Photoshop进行简单修理，省时省力。

Due to my lack of financial ability and time, some of the generated images are of low quality, but simple repairs can be made using image repair AI or Photoshop, which saves time and effort.