[ComfyU教程I]青出于蓝?PixelWave比Flux更优秀的艺术化表现风格,更真实人像!

PixelWave与ComfyUI教程介绍
部署运行你感兴趣的模型镜像

前言

今天我们来介绍一个基于 Flux 的微调模型,相比于原生的 Flux,不仅优化了人物"屁股下巴"的问题,减少了人物的塑料感更显真实,而且在艺术风格的表现上也更加优秀。

有小伙伴可能已经体验过了,这款微调模型叫:PixelWave。

接下来我们就来对比下 PixelWave 和原生的 Flux 出图效果吧。

好了,话不多说,我们直接开整。

所有的AI设计工具,安装包、模型和插件,都已经整理好了,👇获取~

在这里插入图片描述
我们就直接用随机提示词来进行对比吧,结果也能随机一些,统一左边是原生 Flux,右边是 PixelWave。

(masterpiece), (best quality), (ultra-detailed), Drybrush artwork,"The dance of fire and ice,a delicate balance,showcasing the resilience of nature and the human spirit.",Light and shadow plays,dreamy,romanticism art,(landscape art stylized by Karol Bak:1.3),Paul Gauguin,Cyberpop,short lighting,F/1.8,extremely beautiful, oil painting of, illustration, disheveled hair, detailed eyes, perfect composition, moist skin, intricate details, earrings, by wlop

原生的 Flux 在不加 Lora 或者是细节优化插件的情况下,皮肤的塑料感还是有些重的;PixelWave 中人物的表现就自然了很多。

analog film photo a angry woman,Cloudy hair,gradient hair,medium close-up shot,jotunheim,(intricate details masterpiece best quality),Fujifilm XT3,Moonlight . faded film, desaturated, 35mm photo, grainy, vignette, vintage, Kodachrome, Lomography, stained, highly detailed, found footage

"屁股下巴"也没有了,怎么看都是右边的人物看着舒服一些。

cinematic still a cute little girl with a round cherubic face blue eyes and short wavy light brown hair smiles,bowl cut hair,two-tone hair,Studio shot,Tower,(masterpiece best quality ultra-detailed best shadow amazing realistic picture),Fujichrome Provia 100F,Sun Rays . emotional, harmonious, vignette, highly detailed, high budget, bokeh, cinemascope, moody, epic, gorgeous, film grain, grainy

感觉 PixelWave 普遍有点胶片质感,也就是噪点多些来抗衡 Flux 的塑料质感。

comic a man that is standing in front of a painting,a hyperrealistic painting,inspired by Sam Spratt,shutterstock contest winner,shock art,man carving himself out of stone,cracking glass through reality,art in an absurdist style,devouring . graphic illustration, comic art, graphic novel art, vibrant, highly detailed

漫画风格,个人喜欢第二幅,表现力更强一些。

play-doh style Shatane art by Dave McKean . sculpture, clay art, centered composition, Claymation

工艺黏土风格,应该第二幅更像吧。

ethereal fantasy concept art of  Wide angle by justin gerard and andree wallin,a sumptuous fantasy,epic tribal nomadic group of people for celebration in desert caravan,monument,ancient dusty rock giant statue with macabre alien african tribal face,by Alexander Jansson,by Martin Stranka,by Camille d'errico,highly detailed,vibrant,production cinematic render,perfect composition,beautiful intricate insanely detailed octane render trending on artstation,8k,artistic,concept art,vivid color,volumetric lighting,detailed facial features,dynamic,award-winning,8k,masterpiece,highly detailed,astonishing,polished,majestic,very pretty,elegant,heavenly,delightful,spectacular,splendid,breathtaking,radiant,dreamy,dreamlike,very refined,captivating,dust particles,Mysterious . magnificent, celestial, ethereal, painterly, epic, majestic, magical, fantasy art, cover art, dreamy

奇幻艺术风格,感觉 PixelWave 在细节的表现力上也更好一些。

line art drawing detailed shot of a robot,completely mechanic creature,made of glossy white plastic and silver,wearing a tutu,in a beautiful and delicate ballet pose arabesque,in an baroque room with large windows through which warm light enters,art by Mschiffer . professional, sleek, modern, minimalist, graphic, line art, vector graphics

线条艺术风格。

low-poly style vibrant glowing beach drink,(splash of color:1.4),in the style of a product hero shot in motion,dynamic,sunset celestial cloudy sky . low-poly game art, polygon mesh, jagged, blocky, wireframe edges, centered composition

低多边形风格。

neonpunk style plaster female statue of attractive black woman adorned with wildstyle graffiti,intricate and dynamic graffiti lettering covers all the surface,featuring bold tags,complex shapes,energetic chaos of wildstyle graffiti,Zanele Muholi,Barbara Kruger,Romero Britto,handsomize,white background,grainy film filter,minimalistic,HD,bold lines,poster,intricate,artstation,dof . cyberpunk, vaporwave, neon, vibes, vibrant, stunningly beautiful, crisp, detailed, sleek, ultramodern, magenta highlights, dark purple shadows, high contrast, cinematic, ultra detailed, intricate, professional

霓虹朋克风格,这个倒是说不上哪边更好。

pixel-art a woman Standing under a cascading waterfall feeling the cool droplets on her skin,Twin braids,Dark blond hair,birds-eye-view shot,Wind turbine,detailed masterpiece most beautiful artwork in the world Ultrarealistic,film camera,Light caustics . low-res, blocky, pixel art style, 8-bit graphics

像素风格,都还行。

art illustrating insane amounts of raging elemental energy turning into c 3 - p 0 with red eyes, rule of thirds, beautiful detailed face, ultra realistic, concept art, intricate details, serious, highly detailed, photorealistic, octane render, 8 k, unreal engine, detailed oil painting, zdzisław beksinski, avatar of elements. magical surrealism, wizardry. best quality, high resolution

元素艺术风格,效果上来看,听雨选第二幅。

dark cyberpunk illustration of brutal the relational connectivity between networks of signifiers and that which they signify floats freely, is essentially arbitrary, detailed, photorealistic portrait by michael komarck, greg rutkowski, victo ngai, artgerm and j. dickenson in a world without hope, ruled by ruthless criminal corporations. best quality, high resolution

黑暗赛博朋克风格。

sublime ancient illustration of Graffiti style Dreamscape Horror-themed Hyperrealistic art Grunge style Ultra-photo-realistic image of a large lion seeing a cat face to face and in turn seeing the reflection of both in a pool of water . Textured, distressed, vintage, edgy, punk rock vibe, dirty, noisy . Extremely high-resolution details, photographic, realism pushed to extreme, fine texture, incredibly lifelike . Eerie, unsettling, dark, spooky, suspenseful, grim, highly detailed . Surreal, ethereal, dreamy, mysterious, fantasy, highly detailed . Street art, vibrant, urban, detailed, tag, mural, predating human civilization. crude and simple, but also surprisingly beautiful artwork, made by genius primeval artist. best quality, high resolution

古代插图风格。

abstract expressionist painting raining day,old rusty truck,abandoned,near an old barn at dusk,flowers in truck bed,pray hand on hip,Night sky with vibrant aurora borealis,alberto seveso art,water ink,colorful cloud,loose painting style,intricate detail,octane render,8K,volumetric lighting,style by Joaquín Sorolla,natural lighting,bokeh professional 4k highly detailed,Kodak portra 400,split lighting . energetic brushwork, bold colors, abstract forms, expressive, emotional

抽象变现艺术风格。

art deco style cinematic photo,medium body shot,dystopic image of a one old man cyborg sitting in the desert,35mm photograph,film,bokeh,professional,4k,highly detailed . geometric shapes, bold colors, luxurious, elegant, decorative, symmetrical, ornate, detailed

装饰艺术风格。

The tearing leg suit Warframe tea party in the Art Nouveau style features sparkling energy tendrils winding around the shore, with intricate details of the highest quality and ultra clear intricate art, Canon EF, and edge lights Elegance, decoration, curved form, natural inspiration, splendor, details

新艺术风格。

graffiti style female tennis player trying to hit huge tennis balls, Gloomhaven, matte painting concept art, art nouveau, beautifully backlit, swirly vibrant color lines, fantastically gaudy, aesthetic octane render, 8K HD Resolution . street art, vibrant, urban, detailed, tag, mural

涂鸦艺术风格。

renaissance style a cyber copper spiral decorations and egypt god in a abandoned car garage in the style of ultra realistic art,vivid beautiful . realistic, perspective, light and shadow, religious or mythological themes, highly detailed

文艺复兴风格。

steampunk style a beautiful woman,Liquid Hair,Lightest blond hair,extreme wide shot,spectral Ghostlands,(detailed masterpiece intricate details award winning lots of details),compact camera,specular lighting . antique, mechanical, brass and copper tones, gears, intricate, detailed

蒸汽朋克风格。

watercolor painting magnificent view of the hanging gardens of babylon, intricate, elegant, volumetric lighting, digital painting, highly detailed, artstation, sharp focus, illustration, concept art, ruan jia, steve mccurry . vibrant, beautiful, painterly, detailed, textural, artistic

水彩风格。

biomechanical style a Glamorous woman,living hair,Silver hair,looking up,on a quest through mythical lands,High quality lots of details Magic Realism,Kodak Ektachrome E100,flat lighting . blend of organic and mechanical elements, futuristic, cybernetic, detailed, intricate

生物机械风格。

Adorable 3D Character, a african woman with sexy pose,Chignon,two-tone hair,ground level shot,svartalfheim,Overdetailed art Best quality ultra sharp intricate details Fine art,Kodak UltraMax 400,Accent lighting, 3D render, adorable character, 3D art

可爱 3D 风格。

dreamscape a fashion woman,Plant Hair,Dark blond hair,rear angle,Clinic,professional studio quality hyperdetailed masterpiece,Nikon d850,Lens Flare . surreal, ethereal, dreamy, mysterious, fantasy, highly detailed

梦镜风格。


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在WebFlux中,Mono和Flux是响应式编程里至关重要的两个组件,它们属于Project Reactor库,该库是Spring WebFlux的基础。 ### Mono Mono表示一个包含0或1个元素的异步序列,适用于处理单个元素或空值的场景[^2]。Mono其实是Flux的特殊形式,Flux中的部分方法Mono同样适用。例如使用`Mono.create`方法创建一个Mono对象,并通过`subscribe`方法订阅并处理结果: ```java import reactor.core.publisher.Mono; public class MonoExample { public static void test_08() { Mono.create(monoSink -> { monoSink.success(1); }).subscribe(System.out::println); } public static void main(String[] args) { test_08(); } } ``` 在这个示例中,`Mono.create`方法接受一个`Consumer<MonoSink<T>>`参数,通过`monoSink.success`方法发送一个元素。`subscribe`方法用于订阅这个Mono对象,当有元素发出时,会调用传入的`Consumer`进行处理。 ### Flux Flux表示一个包含0到N个元素的异步序列,适用于处理多个元素的场景[^2]。可以使用多种方式创建Flux对象,以下是一个简单示例: ```java import reactor.core.publisher.Flux; public class FluxExample { public static void main(String[] args) { Flux.just(1, 2, 3, 4) .subscribe(System.out::println); } } ``` 在这个示例中,`Flux.just`方法用于创建一个包含多个元素的Flux对象,`subscribe`方法用于订阅这个Flux对象,当有元素发出时,会依次调用传入的`Consumer`进行处理。 ### 应用场景 Mono适用于处理单个元素或空值的场景,比如返回单个用户信息、单个配置项等。Flux适用于处理多个元素的场景,比如返回用户列表、订单列表等。 ### 与传统编程对比 传统编程通常是同步阻塞的,而Mono和Flux基于响应式编程模型,是异步非阻塞的。这种异步非阻塞的特性使得在处理大量并发请求时,能够高效地利用系统资源,提高系统的吞吐量和响应性能。 ### 与发布者、订阅者、订阅的关系 在响应式编程中,Mono和Flux都属于发布者(Publisher),它们负责生产数据。订阅者(Subscriber)负责处理数据,通过`subscribe`方法订阅Mono或Flux对象。订阅(Subscription)用于控制数据流的速率,在订阅者和发布者之间建立联系,订阅者可以通过`Subscription`对象请求一定数量的元素,实现背压(Backpressure)机制,避免订阅者处理能力不足导致数据积压。
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