StableDef10

最新の20件

私的AI研究会 > StableDef10

Stable-Diffusion10「画像を元にして生成する」 †

　入力画像から指定したプロンプトの画像を生成してみる。

入力画像から画像生成する †

• サンプル画像（sample1.png / sample2.png / sample3.png / sample4.png ）
  
  
  

画像を生成するシード値を探す †

• 「鉛筆画」sample1.png
  pancil draw
  
  
  
  
  ・シード値
  

  0037404868	0186725121	0739014380	0784473830	0995111895	1027165602	1076405376	1091744282	1143151365	1497092882
  1575194415	1605533966	1673177171	1842127537	3134147624	3162275713	3249710227	3746937357	4015699838	4271642732

  ・sample1, sample3 はシード値「0037404868」を採用する
  
  
• 「鉛筆画」sample2.png
  pancil draw
  
  
  
  
  ・シード値
  

  0417725329	0449225548	0521422999	0523765653	0659878383	0661743279	1014898825	1070924062	1336484737	1755140530
  1821197953	1836843412	2093121072	2120328766	2253002254	2366641865	2703470816	2826274789	3398884981	3553145835

  ・sample2, sample4 はシード値「0449225548」を採用する
  
  
• 出力画像の再現
  

  (py38) PS > python stable_diffusion_make2.py -i input_person1.csv -s n

  ▼「input_img0.csv」
  ▲「input_img0.csv」

  -Seed-,-Prompt-,-InitImage-,-MaskImage-,-Step-,-Scale-,-Strengh-,-Device-,-Time-,-Output-,-Loop-
  0037404868,pancil draw,sample1.png,,32,7.5,0.5,CPU,00:02:41,result_img/output1_0037404868.png,1
  0186725121,pancil draw,sample1.png,,32,7.5,0.5,CPU,00:02:48,result_img/output1_0186725121.png,1
  0739014380,pancil draw,sample1.png,,32,7.5,0.5,CPU,00:02:41,result_img/output1_0739014380.png,1
  0784473830,pancil draw,sample1.png,,32,7.5,0.5,CPU,00:02:48,result_img/output1_0784473830.png,1
  0995111895,pancil draw,sample1.png,,32,7.5,0.5,CPU,00:02:42,result_img/output1_0995111895.png,1
  1027165602,pancil draw,sample1.png,,32,7.5,0.5,CPU,00:02:42,result_img/output1_1027165602.png,1
  1076405376,pancil draw,sample1.png,,32,7.5,0.5,CPU,00:02:47,result_img/output1_1076405376.png,1
  1091744282,pancil draw,sample1.png,,32,7.5,0.5,CPU,00:02:43,result_img/output1_1091744282.png,1
  1143151365,pancil draw,sample1.png,,32,7.5,0.5,CPU,00:02:44,result_img/output1_1143151365.png,1
  1497092882,pancil draw,sample1.png,,32,7.5,0.5,CPU,00:02:49,result_img/output1_1497092882.png,1
  1575194415,pancil draw,sample1.png,,32,7.5,0.5,CPU,00:02:46,result_img/output1_1575194415.png,1
  1605533966,pancil draw,sample1.png,,32,7.5,0.5,CPU,00:02:48,result_img/output1_1605533966.png,1
  1673177171,pancil draw,sample1.png,,32,7.5,0.5,CPU,00:02:41,result_img/output1_1673177171.png,1
  1842127537,pancil draw,sample1.png,,32,7.5,0.5,CPU,00:02:41,result_img/output1_1842127537.png,1
  3134147624,pancil draw,sample1.png,,32,7.5,0.5,CPU,00:02:42,result_img/output1_3134147624.png,1
  3162275713,pancil draw,sample1.png,,32,7.5,0.5,CPU,00:02:42,result_img/output1_3162275713.png,1
  3249710227,pancil draw,sample1.png,,32,7.5,0.5,CPU,00:02:48,result_img/output1_3249710227.png,1
  3746937357,pancil draw,sample1.png,,32,7.5,0.5,CPU,00:02:47,result_img/output1_3746937357.png,1
  4015699838,pancil draw,sample1.png,,32,7.5,0.5,CPU,00:02:45,result_img/output1_4015699838.png,1
  4271642732,pancil draw,sample1.png,,32,7.5,0.5,CPU,00:02:49,result_img/output1_4271642732.png,1
  0417725329,pancil draw,sample2.png,,32,7.5,0.5,CPU,00:02:42,result_img/output2_0417725329.png,1
  0449225548,pancil draw,sample2.png,,32,7.5,0.5,CPU,00:02:42,result_img/output2_0449225548.png,1
  0521422999,pancil draw,sample2.png,,32,7.5,0.5,CPU,00:02:42,result_img/output2_0521422999.png,1
  0523765653,pancil draw,sample2.png,,32,7.5,0.5,CPU,00:02:46,result_img/output2_0523765653.png,1
  0659878383,pancil draw,sample2.png,,32,7.5,0.5,CPU,00:02:50,result_img/output2_0659878383.png,1
  0661743279,pancil draw,sample2.png,,32,7.5,0.5,CPU,00:02:43,result_img/output2_0661743279.png,1
  1014898825,pancil draw,sample2.png,,32,7.5,0.5,CPU,00:02:43,result_img/output2_1014898825.png,1
  1070924062,pancil draw,sample2.png,,32,7.5,0.5,CPU,00:02:44,result_img/output2_1070924062.png,1
  1336484737,pancil draw,sample2.png,,32,7.5,0.5,CPU,00:02:42,result_img/output2_1336484737.png,1
  1755140530,pancil draw,sample2.png,,32,7.5,0.5,CPU,00:02:43,result_img/output2_1755140530.png,1
  1821197953,pancil draw,sample2.png,,32,7.5,0.5,CPU,00:02:42,result_img/output2_1821197953.png,1
  1836843412,pancil draw,sample2.png,,32,7.5,0.5,CPU,00:02:44,result_img/output2_1836843412.png,1
  2093121072,pancil draw,sample2.png,,32,7.5,0.5,CPU,00:02:49,result_img/output2_2093121072.png,1
  2120328766,pancil draw,sample2.png,,32,7.5,0.5,CPU,00:02:43,result_img/output2_2120328766.png,1
  2253002254,pancil draw,sample2.png,,32,7.5,0.5,CPU,00:02:44,result_img/output2_2253002254.png,1
  2366641865,pancil draw,sample2.png,,32,7.5,0.5,CPU,00:03:16,result_img/output2_2366641865.png,1
  2703470816,pancil draw,sample2.png,,32,7.5,0.5,CPU,00:02:43,result_img/output2_2703470816.png,1
  2826274789,pancil draw,sample2.png,,32,7.5,0.5,CPU,00:02:42,result_img/output2_2826274789.png,1
  3398884981,pancil draw,sample2.png,,32,7.5,0.5,CPU,00:02:43,result_img/output2_3398884981.png,1
  3553145835,pancil draw,sample2.png,,32,7.5,0.5,CPU,00:02:42,result_img/output2_3553145835.png,1

画風を指定する †

• 「sample1.png」
  
  
  

• 出力画像の再現
  

  (py38) PS > python stable_diffusion_make2.py -i input_img1.csv -s n

  ▼「input_img1.csv」
  ▲「input_img1.csv」

  -Seed-,-Prompt-,-InitImage-,-MaskImage-,-Step-,-Scale-,-Strengh-,-Device-,-Time-,-Output-,-Loop-
  0037404868,pancil drawing,sample1.png,,32,7.5,0.3,GPU,00:01:24,result_img/out101_0037404868.png,1
  0037404868,Oil painting,sample1.png,,32,7.5,0.3,GPU,00:01:25,result_img/out102_0037404868.png,1
  0037404868,UKIYO-E,sample1.png,,32,7.5,0.3,GPU,00:01:29,result_img/out103_0037404868.png,1
  0037404868,watercolor painting,sample1.png,,32,7.5,0.3,GPU,00:01:26,result_img/out104_0037404868.png,1
  0037404868,art by Edvard Munch,sample1.png,,32,7.5,0.3,GPU,00:01:27,result_img/out105_0037404868.png,1
  0037404868,art by Pablo Picasso,sample1.png,,32,7.5,0.3,GPU,00:01:27,result_img/out106_0037404868.png,1
  0037404868,art by Vincent van Gogh,sample1.png,,32,7.5,0.3,GPU,00:01:28,result_img/out107_0037404868.png,1
  0037404868,art by Claude Monet,sample1.png,,32,7.5,0.3,GPU,00:01:28,result_img/out108_0037404868.png,1
  0037404868,pancil drawing,sample1.png,,32,7.5,0.5,GPU,00:02:00,result_img/out111_0037404868.png,1
  0037404868,Oil painting,sample1.png,,32,7.5,0.5,GPU,00:02:01,result_img/out112_0037404868.png,1
  0037404868,UKIYO-E,sample1.png,,32,7.5,0.5,GPU,00:02:01,result_img/out113_0037404868.png,1
  0037404868,watercolor painting,sample1.png,,32,7.5,0.5,GPU,00:01:58,result_img/out114_0037404868.png,1
  0037404868,art by Edvard Munch,sample1.png,,32,7.5,0.5,GPU,00:02:00,result_img/out115_0037404868.png,1
  0037404868,art by Pablo Picasso,sample1.png,,32,7.5,0.5,GPU,00:02:00,result_img/out116_0037404868.png,1
  0037404868,art by Vincent van Gogh,sample1.png,,32,7.5,0.5,GPU,00:02:00,result_img/out117_0037404868.png,1
  0037404868,art by Claude Monet,sample1.png,,32,7.5,0.5,GPU,00:02:02,result_img/out118_0037404868.png,1
  0037404868,pancil drawing,sample1.png,,32,7.5,0.7,GPU,00:02:29,result_img/out121_0037404868.png,1
  0037404868,Oil painting,sample1.png,,32,7.5,0.7,GPU,00:02:31,result_img/out122_0037404868.png,1
  0037404868,UKIYO-E,sample1.png,,32,7.5,0.7,GPU,00:02:34,result_img/out123_0037404868.png,1
  0037404868,watercolor painting,sample1.png,,32,7.5,0.7,GPU,00:02:31,result_img/out124_0037404868.png,1
  0037404868,art by Edvard Munch,sample1.png,,32,7.5,0.7,GPU,00:02:34,result_img/out125_0037404868.png,1
  0037404868,art by Pablo Picasso,sample1.png,,32,7.5,0.7,GPU,00:02:32,result_img/out126_0037404868.png,1
  0037404868,art by Vincent van Gogh,sample1.png,,32,7.5,0.7,GPU,00:02:33,result_img/out127_0037404868.png,1
  0037404868,art by Claude Monet,sample1.png,,32,7.5,0.7,GPU,00:02:34,result_img/out128_0037404868.png,1

  
  

• 「sample2.png」
  
  
  

• 出力画像の再現
  

  (py38) PS > python stable_diffusion_make2.py -i input_img2.csv -s n

  ▼「input_img2.csv」
  ▲「input_img2.csv」

  -Seed-,-Prompt-,-InitImage-,-MaskImage-,-Step-,-Scale-,-Strengh-,-Device-,-Time-,-Output-,-Loop-
  0449225548,pancil drawing,sample2.png,,32,7.5,0.3,GPU,00:01:30,result_img/out201_0449225548.png,1
  0449225548,Oil painting,sample2.png,,32,7.5,0.3,GPU,00:01:29,result_img/out202_0449225548.png,1
  0449225548,UKIYO-E,sample2.png,,32,7.5,0.3,GPU,00:01:30,result_img/out203_0449225548.png,1
  0449225548,watercolor painting,sample2.png,,32,7.5,0.3,GPU,00:01:28,result_img/out204_0449225548.png,1
  0449225548,art by Edvard Munch,sample2.png,,32,7.5,0.3,GPU,00:01:27,result_img/out205_0449225548.png,1
  0449225548,art by Pablo Picasso,sample2.png,,32,7.5,0.3,GPU,00:01:29,result_img/out206_0449225548.png,1
  0449225548,art by Vincent van Gogh,sample2.png,,32,7.5,0.3,GPU,00:01:28,result_img/out207_0449225548.png,1
  0449225548,art by Claude Monet,sample2.png,,32,7.5,0.3,GPU,00:01:28,result_img/out208_0449225548.png,1
  0449225548,pancil drawing,sample2.png,,32,7.5,0.5,GPU,00:02:04,result_img/out211_0449225548.png,1
  0449225548,Oil painting,sample2.png,,32,7.5,0.5,GPU,00:02:02,result_img/out212_0449225548.png,1
  0449225548,UKIYO-E,sample2.png,,32,7.5,0.5,GPU,00:02:03,result_img/out213_0449225548.png,1
  0449225548,watercolor painting,sample2.png,,32,7.5,0.5,GPU,00:02:03,result_img/out214_0449225548.png,1
  0449225548,art by Edvard Munch,sample2.png,,32,7.5,0.5,GPU,00:02:01,result_img/out215_0449225548.png,1
  0449225548,art by Pablo Picasso,sample2.png,,32,7.5,0.5,GPU,00:02:04,result_img/out216_0449225548.png,1
  0449225548,art by Vincent van Gogh,sample2.png,,32,7.5,0.5,GPU,00:02:03,result_img/out217_0449225548.png,1
  0449225548,art by Claude Monet,sample2.png,,32,7.5,0.5,GPU,00:02:03,result_img/out218_0449225548.png,1
  0449225548,pancil drawing,sample2.png,,32,7.5,0.7,GPU,00:02:33,result_img/out221_0449225548.png,1
  0449225548,Oil painting,sample2.png,,32,7.5,0.7,GPU,00:02:30,result_img/out222_0449225548.png,1
  0449225548,UKIYO-E,sample2.png,,32,7.5,0.7,GPU,00:02:32,result_img/out223_0449225548.png,1
  0449225548,watercolor painting,sample2.png,,32,7.5,0.7,GPU,00:02:30,result_img/out224_0449225548.png,1
  0449225548,art by Edvard Munch,sample2.png,,32,7.5,0.7,GPU,00:02:31,result_img/out225_0449225548.png,1
  0449225548,art by Pablo Picasso,sample2.png,,32,7.5,0.7,GPU,00:02:33,result_img/out226_0449225548.png,1
  0449225548,art by Vincent van Gogh,sample2.png,,32,7.5,0.7,GPU,00:02:30,result_img/out227_0449225548.png,1
  0449225548,art by Claude Monet,sample2.png,,32,7.5,0.7,GPU,00:02:32,result_img/out228_0449225548.png,1

  
  

• 「sample3.png」
  
  
  

• 出力画像の再現
  

  (py38) PS > python stable_diffusion_make2.py -i input_img3.csv -s n

  ▼「input_img3.csv」
  ▲「input_img3.csv」

  -Seed-,-Prompt-,-InitImage-,-MaskImage-,-Step-,-Scale-,-Strengh-,-Device-,-Time-,-Output-,-Loop-
  0037404868,pancil drawing,sample3.png,,32,7.5,0.3,GPU,00:01:28,result_img/out301_0037404868.png,1
  0037404868,Oil painting,sample3.png,,32,7.5,0.3,GPU,00:01:28,result_img/out302_0037404868.png,1
  0037404868,UKIYO-E,sample3.png,,32,7.5,0.3,GPU,00:01:28,result_img/out303_0037404868.png,1
  0037404868,watercolor painting,sample3.png,,32,7.5,0.3,GPU,00:01:28,result_img/out304_0037404868.png,1
  0037404868,art by Edvard Munch,sample3.png,,32,7.5,0.3,GPU,00:01:28,result_img/out305_0037404868.png,1
  0037404868,art by Pablo Picasso,sample3.png,,32,7.5,0.3,GPU,00:01:28,result_img/out306_0037404868.png,1
  0037404868,art by Vincent van Gogh,sample3.png,,32,7.5,0.3,GPU,00:01:28,result_img/out307_0037404868.png,1
  0037404868,art by Claude Monet,sample3.png,,32,7.5,0.3,GPU,00:01:27,result_img/out308_0037404868.png,1
  0037404868,pancil drawing,sample3.png,,32,7.5,0.5,GPU,00:01:59,result_img/out311_0037404868.png,1
  0037404868,Oil painting,sample3.png,,32,7.5,0.5,GPU,00:02:02,result_img/out312_0037404868.png,1
  0037404868,UKIYO-E,sample3.png,,32,7.5,0.5,GPU,00:02:03,result_img/out313_0037404868.png,1
  0037404868,watercolor painting,sample3.png,,32,7.5,0.5,GPU,00:02:01,result_img/out314_0037404868.png,1
  0037404868,art by Edvard Munch,sample3.png,,32,7.5,0.5,GPU,00:02:03,result_img/out315_0037404868.png,1
  0037404868,art by Pablo Picasso,sample3.png,,32,7.5,0.5,GPU,00:02:00,result_img/out316_0037404868.png,1
  0037404868,art by Vincent van Gogh,sample3.png,,32,7.5,0.5,GPU,00:02:02,result_img/out317_0037404868.png,1
  0037404868,art by Claude Monet,sample3.png,,32,7.5,0.5,GPU,00:02:03,result_img/out318_0037404868.png,1
  0037404868,pancil drawing,sample3.png,,32,7.5,0.7,GPU,00:02:32,result_img/out321_0037404868.png,1
  0037404868,Oil painting,sample3.png,,32,7.5,0.7,GPU,00:02:32,result_img/out322_0037404868.png,1
  0037404868,UKIYO-E,sample3.png,,32,7.5,0.7,GPU,00:02:30,result_img/out323_0037404868.png,1
  0037404868,watercolor painting,sample3.png,,32,7.5,0.7,GPU,00:02:31,result_img/out324_0037404868.png,1
  0037404868,art by Edvard Munch,sample3.png,,32,7.5,0.7,GPU,00:02:30,result_img/out325_0037404868.png,1
  0037404868,art by Pablo Picasso,sample3.png,,32,7.5,0.7,GPU,00:02:30,result_img/out326_0037404868.png,1
  0037404868,art by Vincent van Gogh,sample3.png,,32,7.5,0.7,GPU,00:02:29,result_img/out327_0037404868.png,1
  0037404868,art by Claude Monet,sample3.png,,32,7.5,0.7,GPU,00:02:29,result_img/out328_0037404868.png,1

  
  

• 「sample4.png」
  
  
  

• 出力画像の再現
  

  (py38) PS > python stable_diffusion_make2.py -i input_img4.csv -s n

  ▼「input_img4.csv」
  ▲「input_img4.csv」

  -Seed-,-Prompt-,-InitImage-,-MaskImage-,-Step-,-Scale-,-Strengh-,-Device-,-Time-,-Output-,-Loop-
  0449225548,pancil drawing,sample4.png,,32,7.5,0.3,GPU,00:01:29,result_img/out401_0449225548.png,1
  0449225548,Oil painting,sample4.png,,32,7.5,0.3,GPU,00:01:27,result_img/out402_0449225548.png,1
  0449225548,UKIYO-E,sample4.png,,32,7.5,0.3,GPU,00:01:29,result_img/out403_0449225548.png,1
  0449225548,watercolor painting,sample4.png,,32,7.5,0.3,GPU,00:01:30,result_img/out404_0449225548.png,1
  0449225548,art by Edvard Munch,sample4.png,,32,7.5,0.3,GPU,00:01:29,result_img/out405_0449225548.png,1
  0449225548,art by Pablo Picasso,sample4.png,,32,7.5,0.3,GPU,00:01:29,result_img/out406_0449225548.png,1
  0449225548,art by Vincent van Gogh,sample4.png,,32,7.5,0.3,GPU,00:01:30,result_img/out407_0449225548.png,1
  0449225548,art by Claude Monet,sample4.png,,32,7.5,0.3,GPU,00:01:29,result_img/out408_0449225548.png,1
  0449225548,pancil drawing,sample4.png,,32,7.5,0.5,GPU,00:02:03,result_img/out411_0449225548.png,1
  0449225548,Oil painting,sample4.png,,32,7.5,0.5,GPU,00:02:04,result_img/out412_0449225548.png,1
  0449225548,UKIYO-E,sample4.png,,32,7.5,0.5,GPU,00:02:01,result_img/out413_0449225548.png,1
  0449225548,watercolor painting,sample4.png,,32,7.5,0.5,GPU,00:02:00,result_img/out414_0449225548.png,1
  0449225548,art by Edvard Munch,sample4.png,,32,7.5,0.5,GPU,00:02:01,result_img/out415_0449225548.png,1
  0449225548,art by Pablo Picasso,sample4.png,,32,7.5,0.5,GPU,00:02:03,result_img/out416_0449225548.png,1
  0449225548,art by Vincent van Gogh,sample4.png,,32,7.5,0.5,GPU,00:02:03,result_img/out417_0449225548.png,1
  0449225548,art by Claude Monet,sample4.png,,32,7.5,0.5,GPU,00:02:03,result_img/out418_0449225548.png,1
  0449225548,pancil drawing,sample4.png,,32,7.5,0.7,GPU,00:02:31,result_img/out421_0449225548.png,1
  0449225548,Oil painting,sample4.png,,32,7.5,0.7,GPU,00:02:33,result_img/out422_0449225548.png,1
  0449225548,UKIYO-E,sample4.png,,32,7.5,0.7,GPU,00:02:32,result_img/out423_0449225548.png,1
  0449225548,watercolor painting,sample4.png,,32,7.5,0.7,GPU,00:02:34,result_img/out424_0449225548.png,1
  0449225548,art by Edvard Munch,sample4.png,,32,7.5,0.7,GPU,00:02:31,result_img/out425_0449225548.png,1
  0449225548,art by Pablo Picasso,sample4.png,,32,7.5,0.7,GPU,00:02:32,result_img/out426_0449225548.png,1
  0449225548,art by Vincent van Gogh,sample4.png,,32,7.5,0.7,GPU,00:02:30,result_img/out427_0449225548.png,1
  0449225548,art by Claude Monet,sample4.png,,32,7.5,0.7,GPU,00:02:31,result_img/out428_0449225548.png,1

更新履歴 †

• 2022/12/30 初版
  
   

参考資料 †

• 「Stable Diffusion」実用性
  
  • AI描画ソフト「Stable Diffusion」はWeb制作の役に立つか？
    
  • テストデータは探すから作る時代へ！Stable Diffusionでテスト用画像データを用意してみた
    
  • DALL-E の使い方・始め方【AI画像作ってみた】
    

• 「Stable Diffusion」プロンプトについて
  
  • Stable Diffusion プロンプトの組み立て方
    
  • Stable Diffusion でプロンプトに複数の作家名を並べる理由について
    

• 「Stable Diffusion」の次へ
  
  • Stable diffusionから派生した画像生成AI「stablediffusion-infinity」と「Waifu Diffusion」違いはどこ？　使い方も紹介
    
  • lkwq007/stablediffusion-infinity