缘起

参加完毕业典礼心血来潮，组合之前尝试过的一些AIGC工具给自己DIY了一张万智牌面：牌面模板为由 https://github.com/MrTeferi/MTG-Autoproxy 开源的PSD模板卡面由生成模型Txt2Img实现（with ControlNet Supervison）： - 基础模型为开源社区中StableDiffusionV1.5微调的模型（GhostMix: https://civitai.com/models/36520/ghostmix） - 进行了自己照片的LORA训练参考了(kohya trainer: https://github.com/Linaqruf/kohya-trainer）

步骤

PS模板

github:MTG-AutoProxy提供了自动化脚本以及手动的PSD模板和相关素材。

安装以下字体：（clone项目之后在font文件夹中）
从readme中的google drive链接中下载模板(还挺大的，每个几百M，放在了~/project/MTG-AutoProxy/templates)：
- ikoria.psd: 生物卡
- pw-tf-front-extended.psd 鹏洛克的模板
开了一个新的文件夹，存放候选图片以及psd项目文件等~/project/MTG-AutoProxy/my_demo

生成卡面插画

采用了之前训练好的基于StableDiffusion的LORA模型

Base Model: GhostMix
Lora Model: 参考了[kohya trainer](https://github.com/Linaqruf/kohya-trainer）
- 用大致30张自己的照片，训练了一个自己的人脸LORA
Prompts:
- Positive: best quality, dark background, galaxy, an asian man, wizard, graduation, blue bachelor gown, yellow ribbon, magic the gathering, wizard of the coast <lora:my_lora:0.7>
- Negative: (low quality, bad hands, worst quailty: 1.3). (lowres), (EasyNegative), (high contrast)
Solver:
- DPM++ 2S Karras, 20 steps, restore face（很关键）
- CFG_Scale: 3.5
ControlNet：用了大台阶上的毕业照，进行了openpose的姿势约束
- control mode: balanced
- control weight: 0.8
UpScaler：
- click “send to extras”

类似的直接采用img2img做监督，也可以获得不错的效果：

法术力符号

从这里下载了一个manas.svg文件，在里面选取拼接出了Mana Cost

卡面信息

抄了Urza旅法师版本的卡面说明（后来被告知，0-0的生物在场上站不住。根本拿不到学历，笑死）

When Terence, Starfield Seeker enters the battlefield, create a 0/0 colorless, indestructable Construct artifact creature token named “Degree:VOID”.
Create a 1/1 Inkling creature token, put a +1/+1 counter on “Degree”.
Transform “Degree:VOID” into “Degree:Bachelor”, put Saga “Master Program” onto the battlefield.
Transform “Degree:Bachelor” into “Degree:Master”, put Saga “Phd Program” onto the battlefield.

Finalize

为自己建立一个Secrete Lair！

Evan

best quality, dark background, ink splashing, arcane glitter, complicated machine , wizard, (young boy), (hobbit), (steampunk),  white hair, man bun, pointy ear, pointy nose, (goggles),  (red gown), armor, yellow ribbon, magic the gathering, wizard of the coast, comic art   <lora:jim_lee:0.15> 

(low quality, bad hands, worst quailty: 1.3). (lowres), (EasyNegative), (high contrast)

best quality, dark background, ink splashing, arcane glitter, (Telepathy, mind, electrical curve:1.4), (wizard, red gawn: 1.6), (one young), (hobbit), white hair, man bun, pointy ear, pointy nose, (night vision goggles), magic the gathering, wizard of the coast, comic art   <lora:jim_lee:0.2> 

Minerva

best quality, dark background, ink splashing, (single machinery owl), repairing, assemble, (bronze), complicated mechanics, (steampunk),  wing spread, magic the gathering, comic art   <lora:jim_lee:0.15> 

Demelin

best quality, dark background, ink splashing, arcane glitter, single person,  (vampire touch), red hoodie, (red gawn, skull mask, female wizard), long hair, magic the gathering, wizard of the coast, comic art   <lora:jim_lee:0.5> 

Ashta

best quality, dark background, ink splashing, (cemetery), melody, tune, (bard), friendly smile, playing the harmonica, drinking beer, (solo, one middle-aged male zombie),  long white hair, (ragged  gown), magic the gathering, wizard of the coast, comic art   <lora:jim_lee:0.15> 

表情包制作：

best quality, stickers, anime, emoji, 1boy, (astonish, shocked), golden hair, white hoody, simple background

ControlNet, Reference-only (0.75)

用StableDiffuision自制万智牌卡面

Play with AIGC.

缘起

步骤