StableDef3

最新の20件

私的AI研究会 > StableDef3

Stable-Diffusion3「画像生成」 †

　「Stable-Diffusion」を使って実際に画像を生成してみる

Stable Diffusion を試す †

サイト「Stable Diffusionのprompt・呪文の書き方」 より †

• 近未来都市の画像を生成
  

  Prompt: Realistic,future tense,Virtual computer town of the future,Skyscrapers with electric lights,More Details,nighttime,Playstation5,4k

  
  　Seed:　　3581691526
  　Step:　　32
  　Scale:　 7.5
  　Strengh: 0.5
  　Time:　　03:38
  　Seed: 0568486327, 0694274005, 0694274006, 0694274007, 0694274008, 0694274009, 0694274010
  　　 　　0694274011, 0694274012, 0694274013, 0694274014, 0694274015, 0694274016, 3214548068
  
  
  
  
  自動実行による画像作成(再現)
  
  ・同じ画像を再現する
  

  (py38) > python stable_diffusion_make.py -i input_0.csv -s n

  ・新しい画像を作成する
  

  (py38) > python stable_diffusion_make.py -i input_0.csv

  ▼「input_0.csv」
  ▲「input_0.csv」

  -Seed-,-Prompt-,-InitImage-,-MaskImage-,-Step-,-Scale-,-Strengh-,-Device-,-Time-,-Output-,-Loop-
  3581691526,"Realistic,future tense,Virtual computer town of the future,Skyscrapers with electric lights,More Details,nighttime,Playstation5,4k",,,32,7.5,0.5,CPU,00:05:04,result_0/output_3581691526.png,1
  0568486327,"Realistic,future tense,Virtual computer town of the future,Skyscrapers with electric lights,More Details,nighttime,Playstation5,4k",,,32,7.5,0.5,CPU,00:03:37,result_0/output_0568486327.png,1
  0694274005,"Realistic,future tense,Virtual computer town of the future,Skyscrapers with electric lights,More Details,nighttime,Playstation5,4k",,,32,7.5,0.5,CPU,00:03:37,result_0/output_0694274005.png,1
  0694274006,"Realistic,future tense,Virtual computer town of the future,Skyscrapers with electric lights,More Details,nighttime,Playstation5,4k",,,32,7.5,0.5,CPU,00:03:37,result_0/output_0694274006.png,1
  0694274007,"Realistic,future tense,Virtual computer town of the future,Skyscrapers with electric lights,More Details,nighttime,Playstation5,4k",,,32,7.5,0.5,CPU,00:03:38,result_0/output_0694274007.png,1
  0694274008,"Realistic,future tense,Virtual computer town of the future,Skyscrapers with electric lights,More Details,nighttime,Playstation5,4k",,,32,7.5,0.5,CPU,00:03:37,result_0/output_0694274008.png,1
  0694274009,"Realistic,future tense,Virtual computer town of the future,Skyscrapers with electric lights,More Details,nighttime,Playstation5,4k",,,32,7.5,0.5,CPU,00:03:37,result_0/output_0694274009.png,1
  0694274010,"Realistic,future tense,Virtual computer town of the future,Skyscrapers with electric lights,More Details,nighttime,Playstation5,4k",,,32,7.5,0.5,CPU,00:03:38,result_0/output_0694274010.png,1
  0694274011,"Realistic,future tense,Virtual computer town of the future,Skyscrapers with electric lights,More Details,nighttime,Playstation5,4k",,,32,7.5,0.5,CPU,00:03:36,result_0/output_0694274011.png,1
  0694274012,"Realistic,future tense,Virtual computer town of the future,Skyscrapers with electric lights,More Details,nighttime,Playstation5,4k",,,32,7.5,0.5,CPU,00:03:37,result_0/output_0694274012.png,1
  0694274013,"Realistic,future tense,Virtual computer town of the future,Skyscrapers with electric lights,More Details,nighttime,Playstation5,4k",,,32,7.5,0.5,CPU,00:03:39,result_0/output_0694274013.png,1
  0694274014,"Realistic,future tense,Virtual computer town of the future,Skyscrapers with electric lights,More Details,nighttime,Playstation5,4k",,,32,7.5,0.5,CPU,00:03:38,result_0/output_0694274014.png,1
  0694274015,"Realistic,future tense,Virtual computer town of the future,Skyscrapers with electric lights,More Details,nighttime,Playstation5,4k",,,32,7.5,0.5,CPU,00:03:38,result_0/output_0694274015.png,1
  0694274016,"Realistic,future tense,Virtual computer town of the future,Skyscrapers with electric lights,More Details,nighttime,Playstation5,4k",,,32,7.5,0.5,CPU,00:03:38,result_0/output_0694274016.png,1
  3214548068,"Realistic,future tense,Virtual computer town of the future,Skyscrapers with electric lights,More Details,nighttime,Playstation5,4k",,,32,7.5,0.5,CPU,00:03:38,result_0/output_3214548068.png,1

サイト「Stable Diffusionとは」 より †

• 「光が差し込む美しい緑の森」
  

  Prompt: Beautiful green forest with sunlight, photorealism

  
  　Seed:　　0496114559
  　Step:　　32
  　Scale:　 7.5
  　Strengh: 0.5
  　Time:　　03:40
  　Seed: 0655209435, 0655209436, 0655209437, 0655209438, 0655209439, 0655209440, 0655209441
  　　 　　0655209442, 0655209443, 0655209444, 0655209445, 0655209446, 0655209447, 0655209448
  
  
  
  
  自動実行による画像作成(再現)
  
  ・同じ画像を再現する
  

  (py38) > python stable_diffusion_make.py -i input_1.csv -s n

  ・新しい画像を作成する
  

  (py38) > python stable_diffusion_make.py -i input_1.csv

  ▼「input_1.csv」
  ▲「input_1.csv」

  -Seed-,-Prompt-,-InitImage-,-MaskImage-,-Step-,-Scale-,-Strengh-,-Device-,-Time-,-Output-,-Loop-
  0496114559,"Beautiful green forest with sunlight, photorealism",,,32,7.5,0.5,CPU,00:05:08,result_1/output_0496114559.png,1
  0655209435,"Beautiful green forest with sunlight, photorealism",,,32,7.5,0.5,CPU,00:03:39,result_1/output_0655209435.png,1
  0655209436,"Beautiful green forest with sunlight, photorealism",,,32,7.5,0.5,CPU,00:03:40,result_1/output_0655209436.png,1
  0655209437,"Beautiful green forest with sunlight, photorealism",,,32,7.5,0.5,CPU,00:03:41,result_1/output_0655209437.png,1
  0655209438,"Beautiful green forest with sunlight, photorealism",,,32,7.5,0.5,CPU,00:03:41,result_1/output_0655209438.png,1
  0655209439,"Beautiful green forest with sunlight, photorealism",,,32,7.5,0.5,CPU,00:03:41,result_1/output_0655209439.png,1
  0655209440,"Beautiful green forest with sunlight, photorealism",,,32,7.5,0.5,CPU,00:03:40,result_1/output_0655209440.png,1
  0655209441,"Beautiful green forest with sunlight, photorealism",,,32,7.5,0.5,CPU,00:03:42,result_1/output_0655209441.png,1
  0655209442,"Beautiful green forest with sunlight, photorealism",,,32,7.5,0.5,CPU,00:03:41,result_1/output_0655209442.png,1
  0655209443,"Beautiful green forest with sunlight, photorealism",,,32,7.5,0.5,CPU,00:03:40,result_1/output_0655209443.png,1
  0655209444,"Beautiful green forest with sunlight, photorealism",,,32,7.5,0.5,CPU,00:03:41,result_1/output_0655209444.png,1
  0655209445,"Beautiful green forest with sunlight, photorealism",,,32,7.5,0.5,CPU,00:03:41,result_1/output_0655209445.png,1
  0655209446,"Beautiful green forest with sunlight, photorealism",,,32,7.5,0.5,CPU,00:03:41,result_1/output_0655209446.png,1
  0655209447,"Beautiful green forest with sunlight, photorealism",,,32,7.5,0.5,CPU,00:03:40,result_1/output_0655209447.png,1
  0655209448,"Beautiful green forest with sunlight, photorealism",,,32,7.5,0.5,CPU,00:03:41,result_1/output_0655209448.png,1

  
  

• 「月見をする黒猫」
  

  Prompt: black cat watching the moon

  
  　Seed:　　0969705611
  　Step:　　32
  　Scale:　 7.5
  　Strengh: 0.5
  　Time:　　03:40
  　Seed: 1279970406, 1279970407, 1279970408, 1279970409, 1279970410, 1279970411, 1279970412
  　　 　　1279970413, 1279970414, 1279970415, 1279970416, 1279970417, 1279970418, 1279970419
  
  
  
  
  自動実行による画像作成(再現)
  
  ・同じ画像を再現する
  

  (py38) > python stable_diffusion_make.py -i input_2.csv -s n

  ・新しい画像を作成する
  

  (py38) > python stable_diffusion_make.py -i input_2.csv

  ▼「input_2.csv」
  ▲「input_2.csv」

  -Seed-,-Prompt-,-InitImage-,-MaskImage-,-Step-,-Scale-,-Strengh-,-Device-,-Time-,-Output-,-Loop-
  0969705611,black cat watching the moon,,,32,7.5,0.5,CPU,00:05:14,result_2/output_0969705611.png,1
  1279970406,black cat watching the moon,,,32,7.5,0.5,CPU,00:03:40,result_2/output_1279970406.png,1
  1279970407,black cat watching the moon,,,32,7.5,0.5,CPU,00:03:44,result_2/output_1279970407.png,1
  1279970408,black cat watching the moon,,,32,7.5,0.5,CPU,00:03:41,result_2/output_1279970408.png,1
  1279970409,black cat watching the moon,,,32,7.5,0.5,CPU,00:03:40,result_2/output_1279970409.png,1
  1279970410,black cat watching the moon,,,32,7.5,0.5,CPU,00:03:41,result_2/output_1279970410.png,1
  1279970411,black cat watching the moon,,,32,7.5,0.5,CPU,00:03:40,result_2/output_1279970411.png,1
  1279970412,black cat watching the moon,,,32,7.5,0.5,CPU,00:03:42,result_2/output_1279970412.png,1
  1279970413,black cat watching the moon,,,32,7.5,0.5,CPU,00:03:40,result_2/output_1279970413.png,1
  1279970414,black cat watching the moon,,,32,7.5,0.5,CPU,00:03:40,result_2/output_1279970414.png,1
  1279970415,black cat watching the moon,,,32,7.5,0.5,CPU,00:03:42,result_2/output_1279970415.png,1
  1279970416,black cat watching the moon,,,32,7.5,0.5,CPU,00:03:42,result_2/output_1279970416.png,1
  1279970417,black cat watching the moon,,,32,7.5,0.5,CPU,00:03:40,result_2/output_1279970417.png,1
  1279970418,black cat watching the moon,,,32,7.5,0.5,CPU,00:03:40,result_2/output_1279970418.png,1
  1279970419,black cat watching the moon,,,32,7.5,0.5,CPU,00:03:40,result_2/output_1279970419.png,1

  
  

• 「ビルの屋上で夜空を見上げる少女」
  

  Prompt: A girl looking up at the night sky on the roof of a building, photorealism

  
  　Seed:　　0705810762
  　Step:　　32
  　Scale:　 7.5
  　Strengh: 0.5
  　Time:　　03:40
  　Seed: 3977351682, 3977351683, 3977351684, 3977351685, 3977351686, 3977351687, 3977351688
  　　 　　3977351689, 3977351690, 3977351691, 3977351692, 3977351693, 3977351694, 3977351695
  
  
  
  
  自動実行による画像作成(再現)
  
  ・同じ画像を再現する
  

  (py38) > python stable_diffusion_make.py -i input_3.csv -s n

  ・新しい画像を作成する
  

  (py38) > python stable_diffusion_make.py -i input_3.csv

  ▼「input_3.csv」
  ▲「input_3.csv」

  -Seed-,-Prompt-,-InitImage-,-MaskImage-,-Step-,-Scale-,-Strengh-,-Device-,-Time-,-Output-,-Loop-
  2924737705,Illustration of a small medieval town,,,32,7.5,0.5,CPU,00:05:04,result_3/output_2924737705.png,1
  3966447305,Illustration of a small medieval town,,,32,7.5,0.5,CPU,00:03:40,result_3/output_3966447305.png,1
  3966447306,Illustration of a small medieval town,,,32,7.5,0.5,CPU,00:03:40,result_3/output_3966447306.png,1
  3966447307,Illustration of a small medieval town,,,32,7.5,0.5,CPU,00:03:40,result_3/output_3966447307.png,1
  3966447308,Illustration of a small medieval town,,,32,7.5,0.5,CPU,00:03:40,result_3/output_3966447308.png,1
  3966447309,Illustration of a small medieval town,,,32,7.5,0.5,CPU,00:03:42,result_3/output_3966447309.png,1
  3966447310,Illustration of a small medieval town,,,32,7.5,0.5,CPU,00:03:39,result_3/output_3966447310.png,1
  3966447311,Illustration of a small medieval town,,,32,7.5,0.5,CPU,00:03:40,result_3/output_3966447311.png,1
  3966447312,Illustration of a small medieval town,,,32,7.5,0.5,CPU,00:03:40,result_3/output_3966447312.png,1
  3966447313,Illustration of a small medieval town,,,32,7.5,0.5,CPU,00:03:41,result_3/output_3966447313.png,1
  3966447314,Illustration of a small medieval town,,,32,7.5,0.5,CPU,00:03:40,result_3/output_3966447314.png,1
  3966447315,Illustration of a small medieval town,,,32,7.5,0.5,CPU,00:03:40,result_3/output_3966447315.png,1
  3966447316,Illustration of a small medieval town,,,32,7.5,0.5,CPU,00:03:39,result_3/output_3966447316.png,1
  3966447317,Illustration of a small medieval town,,,32,7.5,0.5,CPU,00:03:39,result_3/output_3966447317.png,1
  3966447318,Illustration of a small medieval town,,,32,7.5,0.5,CPU,00:03:39,result_3/output_3966447318.png,1

  
  

• 「中世の小さい街のイラスト」
  

  Prompt: Illustration of a small medieval town

  
  　Seed:　　2924737705
  　Step:　　32
  　Scale:　 7.5
  　Strengh: 0.5
  　Time:　　03:40
  　Seed: 1279970406, 1279970407, 1279970408, 1279970409, 1279970410, 1279970411, 1279970412
  　　 　　1279970413, 1279970414, 1279970415, 1279970416, 1279970417, 1279970418, 1279970419
  
  
  
  
  自動実行による画像作成(再現)
  
  ・同じ画像を再現する
  

  (py38) > python stable_diffusion_make.py -i input_4.csv -s n

  ・新しい画像を作成する
  

  (py38) > python stable_diffusion_make.py -i input_4.csv

  ▼「input_4.csv」
  ▲「input_4.csv」

  -Seed-,-Prompt-,-InitImage-,-MaskImage-,-Step-,-Scale-,-Strengh-,-Device-,-Time-,-Output-,-Loop-
  0705810762,"A girl looking up at the night sky on the roof of a building, photorealism",,,32,7.5,0.5,CPU,00:05:14,result_4/output_0705810762.png,1
  3977351682,"A girl looking up at the night sky on the roof of a building, photorealism",,,32,7.5,0.5,CPU,00:03:38,result_4/output_3977351682.png,1
  3977351683,"A girl looking up at the night sky on the roof of a building, photorealism",,,32,7.5,0.5,CPU,00:03:41,result_4/output_3977351683.png,1
  3977351684,"A girl looking up at the night sky on the roof of a building, photorealism",,,32,7.5,0.5,CPU,00:03:40,result_4/output_3977351684.png,1
  3977351685,"A girl looking up at the night sky on the roof of a building, photorealism",,,32,7.5,0.5,CPU,00:03:42,result_4/output_3977351685.png,1
  3977351686,"A girl looking up at the night sky on the roof of a building, photorealism",,,32,7.5,0.5,CPU,00:03:44,result_4/output_3977351686.png,1
  3977351687,"A girl looking up at the night sky on the roof of a building, photorealism",,,32,7.5,0.5,CPU,00:03:41,result_4/output_3977351687.png,1
  3977351688,"A girl looking up at the night sky on the roof of a building, photorealism",,,32,7.5,0.5,CPU,00:03:40,result_4/output_3977351688.png,1
  3977351689,"A girl looking up at the night sky on the roof of a building, photorealism",,,32,7.5,0.5,CPU,00:03:40,result_4/output_3977351689.png,1
  3977351690,"A girl looking up at the night sky on the roof of a building, photorealism",,,32,7.5,0.5,CPU,00:03:40,result_4/output_3977351690.png,1
  3977351691,"A girl looking up at the night sky on the roof of a building, photorealism",,,32,7.5,0.5,CPU,00:03:41,result_4/output_3977351691.png,1
  3977351692,"A girl looking up at the night sky on the roof of a building, photorealism",,,32,7.5,0.5,CPU,00:03:40,result_4/output_3977351692.png,1
  3977351693,"A girl looking up at the night sky on the roof of a building, photorealism",,,32,7.5,0.5,CPU,00:03:40,result_4/output_3977351693.png,1
  3977351694,"A girl looking up at the night sky on the roof of a building, photorealism",,,32,7.5,0.5,CPU,00:03:42,result_4/output_3977351694.png,1
  3977351695,"A girl looking up at the night sky on the roof of a building, photorealism",,,32,7.5,0.5,CPU,00:03:42,result_4/output_3977351695.png,1

本当に AIが... ？？？ と思える画像 †

• 「唐揚げ」→ Stable DiffusionをローカルのGPU無しのWindows PC(Intel CPU)で動かす方法
  

  Prompt: karaage

  
  　Seed:　　3991049057
  　Step:　　32
  　Scale:　 7.5
  　Strengh: 0.5
  　Time:　　03:40
  　Seed: 4133544204, 4133544205, 4133544206, 4133544207, 4133544208, 4133544209, 4133544210
  　　 　　4133544211, 4133544212, 4133544213, 4133544214, 4133544215, 4133544216, 4133544217
  
  
  
  
  自動実行による画像作成(再現)
  
  ・同じ画像を再現する
  

  (py38) > python stable_diffusion_make.py -i input_5.csv -s n

  ・新しい画像を作成する
  

  (py38) > python stable_diffusion_make.py -i input_5.csv

  ▼「input_5.csv」
  ▲「input_5.csv」

  -Seed-,-Prompt-,-InitImage-,-MaskImage-,-Step-,-Scale-,-Strengh-,-Device-,-Time-,-Output-,-Loop-
  3991049057,karaage,,,32,7.5,0.5,CPU,00:03:42,result_5/output_3991049057.png,1
  4133544204,karaage,,,32,7.5,0.5,CPU,00:03:39,result_5/output_4133544204.png,1
  4133544205,karaage,,,32,7.5,0.5,CPU,00:03:43,result_5/output_4133544205.png,1
  4133544206,karaage,,,32,7.5,0.5,CPU,00:03:39,result_5/output_4133544206.png,1
  4133544207,karaage,,,32,7.5,0.5,CPU,00:03:42,result_5/output_4133544207.png,1
  4133544208,karaage,,,32,7.5,0.5,CPU,00:03:39,result_5/output_4133544208.png,1
  4133544209,karaage,,,32,7.5,0.5,CPU,00:03:39,result_5/output_4133544209.png,1
  4133544210,karaage,,,32,7.5,0.5,CPU,00:03:39,result_5/output_4133544210.png,1
  4133544211,karaage,,,32,7.5,0.5,CPU,00:03:39,result_5/output_4133544211.png,1
  4133544212,karaage,,,32,7.5,0.5,CPU,00:03:39,result_5/output_4133544212.png,1
  4133544213,karaage,,,32,7.5,0.5,CPU,00:03:39,result_5/output_4133544213.png,1
  4133544214,karaage,,,32,7.5,0.5,CPU,00:03:41,result_5/output_4133544214.png,1
  4133544215,karaage,,,32,7.5,0.5,CPU,00:03:41,result_5/output_4133544215.png,1
  4133544216,karaage,,,32,7.5,0.5,CPU,00:03:38,result_5/output_4133544216.png,1
  4133544217,karaage,,,32,7.5,0.5,CPU,00:03:38,result_5/output_4133544217.png,1

  
  

• 「かわいい猫」→ Stable Diffusion OpenVINOでIntel CPUでもAIに画像を生成してもらう
  

  Prompt: kawaii neko

  
  　Seed:　　1053566837
  　Step:　　32
  　Scale:　 7.5
  　Strengh: 0.5
  　Time:　　03:40
  　Seed: 2771370231, 2771370232, 2771370233, 2771370234, 2771370235, 2771370236, 2771370237
  　　 　　2771370238, 2771370239, 2771370240, 2771370241, 2771370242, 2771370243, 2771370244
  
  
  
  
  自動実行による画像作成(再現)
  
  ・同じ画像を再現する
  

  (py38) > python stable_diffusion_make.py -i input_6.csv -s n

  ・新しい画像を作成する
  

  (py38) > python stable_diffusion_make.py -i input_6.csv

  ▼「input_6.csv」
  ▲「input_6.csv」

  -Seed-,-Prompt-,-InitImage-,-MaskImage-,-Step-,-Scale-,-Strengh-,-Device-,-Time-,-Output-,-Loop-
  4023934308,kawaii inu,,,32,7.5,0.5,CPU,00:03:38,result_6/output_4023934308.png,1
  2268670052,kawaii inu,,,32,7.5,0.5,CPU,00:03:38,result_6/output_2268670052.png,1
  2268670053,kawaii inu,,,32,7.5,0.5,CPU,00:03:40,result_6/output_2268670053.png,1
  2268670054,kawaii inu,,,32,7.5,0.5,CPU,00:03:37,result_6/output_2268670054.png,1
  2268670055,kawaii inu,,,32,7.5,0.5,CPU,00:03:37,result_6/output_2268670055.png,1
  2268670056,kawaii inu,,,32,7.5,0.5,CPU,00:03:36,result_6/output_2268670056.png,1
  2268670057,kawaii inu,,,32,7.5,0.5,CPU,00:03:37,result_6/output_2268670057.png,1
  2268670058,kawaii inu,,,32,7.5,0.5,CPU,00:03:37,result_6/output_2268670058.png,1
  2268670059,kawaii inu,,,32,7.5,0.5,CPU,00:03:37,result_6/output_2268670059.png,1
  2268670060,kawaii inu,,,32,7.5,0.5,CPU,00:03:39,result_6/output_2268670060.png,1
  2268670061,kawaii inu,,,32,7.5,0.5,CPU,00:03:37,result_6/output_2268670061.png,1
  2268670062,kawaii inu,,,32,7.5,0.5,CPU,00:03:37,result_6/output_2268670062.png,1
  2268670063,kawaii inu,,,32,7.5,0.5,CPU,00:03:38,result_6/output_2268670063.png,1
  2268670064,kawaii inu,,,32,7.5,0.5,CPU,00:03:39,result_6/output_2268670064.png,1
  2268670065,kawaii inu,,,32,7.5,0.5,CPU,00:03:38,result_6/output_2268670065.png,1

  
  

• 「かわいい犬」
  

  Prompt: kawaii inu

  
  　Seed:　　4023934308
  　Step:　　32
  　Scale:　 7.5
  　Strengh: 0.5
  　Time:　　03:40
  　Seed: 2268670052, 2268670053, 2268670054, 2268670055, 2268670056, 2268670057, 2268670058
  　　 　　2268670059, 2268670060, 2268670061, 2268670062, 2268670063, 2268670064, 2268670065
  
  
  
  
  自動実行による画像作成(再現)
  
  ・同じ画像を再現する
  

  (py38) > python stable_diffusion_make.py -i input_7.csv -s n

  ・新しい画像を作成する
  

  (py38) > python stable_diffusion_make.py -i input_7.csv

  ▼「input_7.csv」
  ▲「input_7.csv」

  -Seed-,-Prompt-,-InitImage-,-MaskImage-,-Step-,-Scale-,-Strengh-,-Device-,-Time-,-Output-,-Loop-
  1053566837,kawaii neko,,,32,7.5,0.5,CPU,00:03:39,result_7/output_1053566837.png,1
  2268670052,kawaii inu,,,32,7.5,0.5,CPU,00:03:38,result_7/output_2268670052.png,1
  2268670053,kawaii inu,,,32,7.5,0.5,CPU,00:03:40,result_7/output_2268670053.png,1
  2268670054,kawaii inu,,,32,7.5,0.5,CPU,00:03:37,result_7/output_2268670054.png,1
  2268670055,kawaii inu,,,32,7.5,0.5,CPU,00:03:37,result_7/output_2268670055.png,1
  2268670056,kawaii inu,,,32,7.5,0.5,CPU,00:03:36,result_7/output_2268670056.png,1
  2268670057,kawaii inu,,,32,7.5,0.5,CPU,00:03:37,result_7/output_2268670057.png,1
  2268670058,kawaii inu,,,32,7.5,0.5,CPU,00:03:37,result_7/output_2268670058.png,1
  2268670059,kawaii inu,,,32,7.5,0.5,CPU,00:03:37,result_7/output_2268670059.png,1
  2268670060,kawaii inu,,,32,7.5,0.5,CPU,00:03:39,result_7/output_2268670060.png,1
  2268670061,kawaii inu,,,32,7.5,0.5,CPU,00:03:37,result_7/output_2268670061.png,1
  2268670062,kawaii inu,,,32,7.5,0.5,CPU,00:03:37,result_7/output_2268670062.png,1
  2268670063,kawaii inu,,,32,7.5,0.5,CPU,00:03:38,result_7/output_2268670063.png,1
  2268670064,kawaii inu,,,32,7.5,0.5,CPU,00:03:39,result_7/output_2268670064.png,1
  2268670065,kawaii inu,,,32,7.5,0.5,CPU,00:03:38,result_7/output_2268670065.png,1

画像生成AI Stable Difusion とは †

　サイト「Stable Diffusionとは」 より引用（要約）

Stable Difusion とは †

• Stable Diffusion は、2022年8月に無償公開された、画像生成AI であり、オープンソースとしてリリースされている。Stable Diffusion はユーザがテキストでキーワードを指定することで、それに応じて画像が自動生成される仕組みとなっている。その画風はフォトリアルなものから肉筆的なタッチのものまでテキストで記述することによりAIが学習内容から最適化した描写が出力される。
  
  
• Stable Diffusion の開発に関し、学習データに20憶枚の画像とそのキーワードがペアで使用され、117万のステップと15万時間という長い時間が費やされたといわれている。特別な利用環境や技術、専門知識を必要とせず、美術に疎い一般消費者でも実行可能な描画ツールとなっている。
  

Stable Diffusion の利用環境 †

• Stable Diffusion はオープンソースとして公開され、個人のパソコン上ローカル環境で無料で使用することが可能。特別な利用環境は必要ないが NVIDIA製の GPUを搭載している VRAM12GB以上の PC または、Intel製 CPU搭載の場合は Stable Diffusion を利用可能にした「stable_diffusion.openvino」を使用する。
  

Stable Diffusion で作成された絵の著作権 †

• Stable Diffusionで生成された画像の著作権はパブリック・ドメイン、著作権フリーになり、営利目的であっても、許可を得ずに複製、改変・翻案、配布、上演・演奏することができるとされている。
  
  
• 一般的には絵柄や作風、構図といったものは著作権の対象とならないと解されるため、Stable Diffusionをはじめとする描画AI・画像生成AIの学習データに著作物が利用されること自体は問題ないと解釈されているよう。
  

更新履歴 †

• 2022/12/07 初版
  
   

参考資料 †

• stable_diffusion
  
  • 「Stable Diffusionのprompt・呪文の書き方」
    
  • 「Stable Diffusionとは」
    
  • Stable DiffusionをローカルのGPU無しのWindows PC(Intel CPU)で動かす方法
    

• Stable Diffusion | プロンプト作成のための実験
  
• 【Stable Diffusion】modifiers 修飾子初心者ガイド１
  
• 【Stable Diffusion】modifiers 修飾子初心者ガイド２
  

• 関連サイト紹介
  
  • Midjourney/Stable Diffusionの書 〜呪文詠唱して画像生成〜
    

• 翻訳
  
  • 【Python】日本語を英語に翻訳する