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修复手部,肢体畸形Lora|SD1.5

LORA
原创 · 创作者激励计划


更新

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  • 1girl,18 years old,cute face,full lips,holding one blue lightsabre,freckles,wearing shirt,beautiful,dslr,8k,4k,natural skin,High resolution,SFW,full body photo,high resolution image,((poakl)),<lora:poaklFixBodySD1.5V2:0.6>,
  • 1girl,18 years old,cute face,full lips,holding one blue lightsabre,freckles,wearing shirt,beautiful,dslr,8k,4k,natural skin,High resolution,SFW,full body photo,high resolution image,((poakl)),<lora:poaklFixBodySD1.5V2:0.6>,
  • Realistic photo of a beautiful kr1st3nb woman,1girl,solo,long hair,side view,blue eyes,blonde hair,simple background,white background,dress,bare shoulders,jewelry,sitting,barefoot,black dress,bracelet,feet,watch,realistic,wristwatch soft lighting,professional Photography,Photorealistic,detailed,RAW,analog,sharp focus,8k,HD,high quality,masterpiece,((poakl)),<lora:poaklFixBodySD1.5V2:0.7>,
  • Realistic photo of a beautiful kr1st3nb woman,1girl,solo,long hair,side view,blue eyes,blonde hair,simple background,white background,dress,bare shoulders,jewelry,sitting,barefoot,black dress,bracelet,feet,watch,realistic,wristwatch soft lighting,professional Photography,Photorealistic,detailed,RAW,analog,sharp focus,8k,HD,high quality,masterpiece,((poakl)),<lora:poaklFixBodySD1.5V2:0.7>,
  • 715850033272140550
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  • 1girl,solo,hair ornament,flower,hair flower,perfect hands,makeup,blue hair,eyelashes,show her hands,((poakl)),<lora:poaklFixBodySD1.5V2:0.7>,
  • 1girl,solo,hair ornament,flower,hair flower,perfect hands,makeup,blue hair,eyelashes,show her hands,((poakl)),<lora:poaklFixBodySD1.5V2:0.6>,
  • 1girl,solo,hair ornament,flower,hair flower,perfect hands,makeup,blue hair,eyelashes,show her hands,((poakl)),<lora:poaklFixBodySD1.5V2:0.6>,
  • 1girl,solo,hair ornament,flower,hair flower,perfect hands,makeup,blue hair,eyelashes,show her hands,((poakl)),<lora:poaklFixBodySD1.5V2:0.6>,
  • best quality,HDR,UHD,8K,Vivid Colors,solo,photo_,(1girl:1.3),(standing, holding flowers:1.3),(looking at viewer:1.4),Elegant,detailed gorgeous face,(cowboy shot:1.2),morning,(flower field background:1.2),black eye,sunlight,dappled sunlight,marginal light,Twinkle,ribbon,((poakl)),<lora:poaklFixBodySD1.5V2:0.7>,
  • 1girl,(wearing a sleeveless cheongsam:1.2),(in Shanghai city:1.2),(RAW photo, best quality),(realistic, photo-realistic:1.4),masterpiece,an extremely delicate and beautiful,extremely detailed,2k wallpaper,Amazing,finely detail,extremely detailed CG unity 8k wallpaper,ultra-detailed,highres,soft light,beautiful detailed girl,extremely detailed eyes and face,beautiful detailed nose,beautiful detailed eyes,cinematic lighting,perfect anatomy,(slim body:1.3),long hair,(black hair:1.2),city lights at night,smiling,crossed arms,((poakl)),<lora:poaklFixBodySD1.5V2:0.7>,
  • RAW,Masterpiece,Ultra Fine Photo,Best Quality,Ultra High Resolution,Photorealistic,Sunlight,Stunningly Beautiful,Dynamic Poses,Delicate Face,Vibrant Eyes,she is wearing a futuristic Iron Man mech,red and gold color scheme,highly detailed abandoned warehouse background,detailed face,detailed and complex busy background,messy,gorgeous,milky white,high detailed skin,realistic skin details,visible pores,sharp focus,volumetric fog,8k uhd,high quality,film grain,fair skin,photorealism,lomography,(hands:1.3),sprawling metropolis in futuristic dystopia,view from below,translucent,((poakl)),<lora:poaklFixBodySD1.5V2:0.6>,

V2版本更新内容:

在我的测试中,V2版本相较于V1版本,绝大部分地解决了V1版本在生成手部时会出现手指模糊、两只手糅合一起的问题。同时,继承了V1版本中尽量少地干扰原图构图、色彩等元素的优点。具体效果可见封面示例对比图。

(p.s.由于吐司封面示例图限制5M大小,因此对很多对比图进行了裁剪,重点展示了V2和V1版本的区别,有两张图的对比例图为V2版本左,V1版本右。三张图的对比例图在最右边加入了不使用任何版本时所生成的原图。)

触发词依然是:((poakl)),搭配权重0.6-1.0。

最后,再次感谢大家的喜欢和支持,欢迎多多使用,多多返图哟~

采用全新的训练方法和参数尝试从unet角度上改变模型的手部、肢体的生成,大大减少手部歪曲、多指、肢体畸形的问题。效果参考可见模型例图~

这是一次特殊训练方法的尝试,主要针对SD1.5版本的底模。经过测试,在最大限度不影响原图构图的情况下,使用触发词:((poakl)),搭配权重0.6-1.0(推荐0.7)来修复手部和肢体。在我的测试中,几乎不会出现多手、多脚、身体扭曲的现象,最少也会生成能看的手部和肢体。

在我的测试经验下,在0.6-0.8这个区间对于原图的色彩、构图影响较小,只针对人物的肢体和手部有效果。在0.8-1.0这个区间,虽然修复效果更明显,但是对于原图的色彩和光影构图有一定的影响。

因此,我建议在使用对肢体要求不高的提示词时(例如全身图、远景图),就采取0.6-0.8区间的权重使用。

在使用对肢体要求较高的提示词时(例如手拿着花、近景手放在脸上等),就采取0.8-1.0区间的权重使用。

当然,对于这个全新的训练方法和参数,我也是刚开始摸索,分享的个人经验仅供参考。大家可以多多尝试,提出宝贵的意见~感谢大家的喜欢和支持,欢迎多多使用,多多返图哟~

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基底模型SD 1.5
迭代步数2000
训练总轮数20
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