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XavierXiao / Dreambooth-Stable-Diffusion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
MIT License
7.61k stars 795 forks source link

Training objects #19

Open JoePenna opened 2 years ago

JoePenna commented 2 years ago

Starting this "issue" to show how easy it is to overtrain an object.

200 regularization images. 13 subject photos. 2000 steps.

GROUND TRUTH

lic_guitar_112 lic_guitar_106

Initial Test Generations

sks guitar sks-guitar

sks sks

guitar guitar

Generations that worked well enough

3D render of sks, unreal engine 5 3D render of sks, unreal engine 5 0070

3D render of sks guitar, unreal engine 5 3D render of sks guitar, unreal engine 5 0080

jimi hendrix playing a guitar made of sks jimi hendrix playing a guitar made of sks 0085

jimi hendrix playing a guitar made of sks, a psychedelic godlike humanoid, hyper detailed, in the style of rutkowski and junji ito and bob ross and lisa frank, sks jimi hendrix playing a guitar made of sks, a psychedelic godlike humanoid, hyper detailed, in the style of rutkowski and junji ito and bob ross and lisa frank, sks 0090

sks fox in a sks black trench coat, holding sks with both hands, 3 d render, unreal engine 5, photorealistic a sks fox in a sks black trench coat, holding a sks with both hands, 3 d render, unreal engine 5, photorealistic 0115

Generations that didn't work as well

sks guitar in the style of carne griffiths sks guitar made of carne griffiths 0180

woman playing sks guitar, pastel in the style of bruce weber woman playing sks guitar, pastel in the style of bruce weber 0155

publicity photograph of a marble statue sks guitar, in the massive atrium of a musical intrumnent museum publicity photograph of a marble statue sks guitar, in the massive atrium of a musical intrumnent museum 0230

simon brehm playing an acoustic double bass sks guitar in the style of carl larsson simon brehm playing an acoustic double bass sks guitar in the style of carl larsson 0271

portrait painting of incredibly beautiful woman holding an sks guitar portrait painting of incredibly beautiful woman holding an sks guitar 0225

painting on a wall of sks guitar in the style of banky painting on a wall of sks guitar in the style of banky 0281

painting of sks guitar guitarist in the style of monet painting of sks guitar guitarist in the style of monet 0145

tom hanks playing sks guitar, concept art tom hanks playing sks guitar, concept art 0175

JoePenna commented 2 years ago

Miscellaneous

basquiat painting of sks in the style of basquiat 0135 picasso painting of sks in the style of picasso 0130 mondrian painting of sks in the style of mondrian 0125 others portrait painting of incredibly beautiful woman carne griffiths made of sks license plates 0220 portrait of carne griffiths in the style of sks 0195 professionally painted ultradetailed ornate beautiful award winning masterpiece illustration of nadia la arwall, as a queen, digital airbrush painting, 3 d rim light, hyperrealistic, artstation, cgsociety, kodakchrome, golden ratio, sks guitar 0246 concept art of sks armored tank sks by victor ngai sks 0150 formula one car made of sks, synthwave illustration, motion blur 0165 beautiful watercolor painting of a spiraling 3d sks mandelbulb, stunning, 4 k 0095 a sks fox in a sks black trench coat, holding a sks with both hands, 3 d render, unreal engine 5, photorealistic 0115 publicity photograph of a marble statue made of sks, in the massive atrium of a musical intrumnent museum 0235 high resolution photo grunge scene, partying in 1994, late night, beautiful, portrait of guitarist holding electric guitar sks, empty bottles scattered, rage against the machine, grunge, DSLR, bokeh, rock journalism 0170

Some more generations on the SD discord here: https://discord.com/channels/1002292111942635562/1017508728125276291/1019943020994510898