{"id":14085,"date":"2025-02-22T18:40:28","date_gmt":"2025-02-22T17:40:28","guid":{"rendered":"http:\/\/www.keris-studio.fr\/blog\/?p=14085"},"modified":"2025-02-22T18:41:18","modified_gmt":"2025-02-22T17:41:18","slug":"ia-project-workflow-part08","status":"publish","type":"post","link":"https:\/\/www.keris-studio.fr\/blog\/?p=14085","title":{"rendered":"IA-project workflow part08"},"content":{"rendered":"<h2><a id=\"post-14085-_Toc187835223\"><\/a>Better control on image generation.<\/h2>\n<p>In this process, it is possible to start from a basic shape or even real objects and explore results using a controlled aesthetics\u2019 without LoRA.<\/p>\n<h3><a id=\"post-14085-_Toc187835224\"><\/a>Depth Calculation and visual reference<\/h3>\n<p>A basic 3D shape is provided along with a reference image. The shapes and style of the image will be used to the final rendering.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"989\" height=\"346\" class=\"wp-image-14086\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-1.png 989w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-1-300x105.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-1-768x269.png 768w\" sizes=\"auto, (max-width: 989px) 100vw, 989px\" \/><!--more--><\/p>\n<h3><a id=\"post-14085-_Toc187835225\"><\/a>Prompt<\/h3>\n<p>A prompt guides the creation process<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1005\" height=\"277\" class=\"wp-image-14087\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-2.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-2.png 1005w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-2-300x83.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-2-768x212.png 768w\" sizes=\"auto, (max-width: 1005px) 100vw, 1005px\" \/><\/p>\n<h3><a id=\"post-14085-_Toc187835226\"><\/a>Image<\/h3>\n<p>The resulting images merge the predetermined layout and aesthetic preferences.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1015\" height=\"336\" class=\"wp-image-14088\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-3.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-3.png 1015w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-3-300x99.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-3-768x254.png 768w\" sizes=\"auto, (max-width: 1015px) 100vw, 1015px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"922\" height=\"156\" class=\"wp-image-14089\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-4.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-4.png 922w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-4-300x51.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-4-768x130.png 768w\" sizes=\"auto, (max-width: 922px) 100vw, 922px\" \/><\/p>\n<h3><a id=\"post-14085-_Toc187835227\"><\/a>Sketch to rendering<\/h3>\n<p>Depending on the chosen reference, it\u2019s possible to get several combinations<\/p>\n<p>Following the same style<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1327\" height=\"458\" class=\"wp-image-14090\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-5.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-5.png 1327w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-5-300x104.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-5-1024x353.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-5-768x265.png 768w\" sizes=\"auto, (max-width: 1327px) 100vw, 1327px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"1434\" height=\"389\" class=\"wp-image-14091\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-6.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-6.png 1434w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-6-300x81.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-6-1024x278.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-6-768x208.png 768w\" sizes=\"auto, (max-width: 1434px) 100vw, 1434px\" \/><\/p>\n<p>Combining with another style<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1325\" height=\"456\" class=\"wp-image-14092\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-7.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-7.png 1325w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-7-300x103.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-7-1024x352.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-7-768x264.png 768w\" sizes=\"auto, (max-width: 1325px) 100vw, 1325px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"1430\" height=\"372\" class=\"wp-image-14093\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-8.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-8.png 1430w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-8-300x78.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-8-1024x266.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-8-768x200.png 768w\" sizes=\"auto, (max-width: 1430px) 100vw, 1430px\" \/><\/p>\n<p><em>flux-canny-depth-Workflow<\/em><\/p>\n<h3><a id=\"post-14085-_Toc187835228\"><\/a>Sketch and volumes to reference<\/h3>\n<p>Mimicking a known reference.<\/p>\n<p>Prompt : <em>Generate an image of a modernist house inspired by the Villa Arpel from Jacques Tati&rsquo;s film Mon Oncle. The house should feature a sleek, geometric design with clean lines and a futuristic, mid-20th-century aesthetic. Include a flat roof, asymmetrical windows, and a mix of materials such as concrete, glass, and steel. The facade should have a minimalist, almost industrial look, with a touch of whimsy in its impractical design elements, such as oddly placed decorative features or overly elaborate pathways. Surround the house with a manicured, artificial-looking garden, including perfectly trimmed hedges, geometric flower beds, and a winding, overly designed pathway. Add a small fountain or water feature in the front yard, emphasizing the sterile yet playful tone of the property. The overall atmosphere should feel both stylish and slightly absurd, capturing the satirical critique of modern architecture and lifestyle depicted in the film. <\/em><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1181\" height=\"310\" class=\"wp-image-14098\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-9.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-9.png 1181w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-9-300x79.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-9-1024x269.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-9-768x202.png 768w\" sizes=\"auto, (max-width: 1181px) 100vw, 1181px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"909\" height=\"305\" class=\"wp-image-14100\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-10.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-10.png 909w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-10-300x101.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-10-768x258.png 768w\" sizes=\"auto, (max-width: 909px) 100vw, 909px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"1310\" height=\"364\" class=\"wp-image-14102\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-11.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-11.png 1310w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-11-300x83.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-11-1024x285.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-11-768x213.png 768w\" sizes=\"auto, (max-width: 1310px) 100vw, 1310px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"905\" height=\"314\" class=\"wp-image-14104\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-12.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-12.png 905w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-12-300x104.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-12-768x266.png 768w\" sizes=\"auto, (max-width: 905px) 100vw, 905px\" \/><\/p>\n<h3><a id=\"post-14085-_Toc187835229\"><\/a>Using real objects<\/h3>\n<p>It\u2019s also possible de use real objects and incorporate them in the process. With a fast computer, it would be possible to compose those objects and see the result in almost real time.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"920\" class=\"wp-image-14106\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/whatsapp-image-2025-01-12-at-13.jpeg\" alt=\"WhatsApp Image 2025-01-12 at 13\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/whatsapp-image-2025-01-12-at-13.jpeg 2048w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/whatsapp-image-2025-01-12-at-13-300x135.jpeg 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/whatsapp-image-2025-01-12-at-13-1024x460.jpeg 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/whatsapp-image-2025-01-12-at-13-768x345.jpeg 768w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/whatsapp-image-2025-01-12-at-13-1536x690.jpeg 1536w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1015\" height=\"986\" class=\"wp-image-14109\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-14.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-14.png 1015w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-14-300x291.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-14-768x746.png 768w\" sizes=\"auto, (max-width: 1015px) 100vw, 1015px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1344\" height=\"768\" class=\"wp-image-14110\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/f-tuto-tuto_00070_-png.png\" alt=\"F:\\Tuto\\Tuto_00070_.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/f-tuto-tuto_00070_-png.png 1344w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/f-tuto-tuto_00070_-png-300x171.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/f-tuto-tuto_00070_-png-1024x585.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/f-tuto-tuto_00070_-png-768x439.png 768w\" sizes=\"auto, (max-width: 1344px) 100vw, 1344px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"1079\" height=\"155\" class=\"wp-image-14113\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-16.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-16.png 1079w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-16-300x43.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-16-1024x147.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-16-768x110.png 768w\" sizes=\"auto, (max-width: 1079px) 100vw, 1079px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"1073\" height=\"152\" class=\"wp-image-14116\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-17.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-17.png 1073w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-17-300x42.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-17-1024x145.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-17-768x109.png 768w\" sizes=\"auto, (max-width: 1073px) 100vw, 1073px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"1072\" height=\"151\" class=\"wp-image-14118\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-18.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-18.png 1072w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-18-300x42.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-18-1024x144.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-18-768x108.png 768w\" sizes=\"auto, (max-width: 1072px) 100vw, 1072px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"1070\" height=\"147\" class=\"wp-image-14119\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-19.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-19.png 1070w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-19-300x41.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-19-1024x141.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-19-768x106.png 768w\" sizes=\"auto, (max-width: 1070px) 100vw, 1070px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"1070\" height=\"149\" class=\"wp-image-14121\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-20.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-20.png 1070w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-20-300x42.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-20-1024x143.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-20-768x107.png 768w\" sizes=\"auto, (max-width: 1070px) 100vw, 1070px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"1070\" height=\"148\" class=\"wp-image-14122\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-21.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-21.png 1070w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-21-300x41.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-21-1024x142.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-21-768x106.png 768w\" sizes=\"auto, (max-width: 1070px) 100vw, 1070px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"1071\" height=\"149\" class=\"wp-image-14123\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-22.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-22.png 1071w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-22-300x42.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-22-1024x142.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-22-768x107.png 768w\" sizes=\"auto, (max-width: 1071px) 100vw, 1071px\" \/><\/p>\n<h2>+<\/h2>\n<h2><a id=\"post-14085-_Toc187835223\"><\/a>Better control on image generation.<\/h2>\n<p>In this process, it is possible to start from a basic shape or even real objects and explore results using a controlled aesthetics\u2019 without LoRA.<\/p>\n<h3><a id=\"post-14085-_Toc187835224\"><\/a>Depth Calculation and visual reference<\/h3>\n<p>A basic 3D shape is provided along with a reference image. The shapes and style of the image will be used to the final rendering.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"989\" height=\"346\" class=\"wp-image-14094\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-1-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-1-1.png 989w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-1-1-300x105.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-1-1-768x269.png 768w\" sizes=\"auto, (max-width: 989px) 100vw, 989px\" \/><!--more--><\/p>\n<h3><a id=\"post-14085-_Toc187835225\"><\/a>Prompt<\/h3>\n<p>A prompt guides the creation process<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1005\" height=\"277\" class=\"wp-image-14095\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-2-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-2-1.png 1005w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-2-1-300x83.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-2-1-768x212.png 768w\" sizes=\"auto, (max-width: 1005px) 100vw, 1005px\" \/><\/p>\n<h3><a id=\"post-14085-_Toc187835226\"><\/a>Image<\/h3>\n<p>The resulting images merge the predetermined layout and aesthetic preferences.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1015\" height=\"336\" class=\"wp-image-14096\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-3-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-3-1.png 1015w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-3-1-300x99.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-3-1-768x254.png 768w\" sizes=\"auto, (max-width: 1015px) 100vw, 1015px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"922\" height=\"156\" class=\"wp-image-14099\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-4-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-4-1.png 922w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-4-1-300x51.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-4-1-768x130.png 768w\" sizes=\"auto, (max-width: 922px) 100vw, 922px\" \/><\/p>\n<h3><a id=\"post-14085-_Toc187835227\"><\/a>Sketch to rendering<\/h3>\n<p>Depending on the chosen reference, it\u2019s possible to get several combinations<\/p>\n<p>Following the same style<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1327\" height=\"458\" class=\"wp-image-14101\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-5-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-5-1.png 1327w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-5-1-300x104.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-5-1-1024x353.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-5-1-768x265.png 768w\" sizes=\"auto, (max-width: 1327px) 100vw, 1327px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"1434\" height=\"389\" class=\"wp-image-14103\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-6-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-6-1.png 1434w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-6-1-300x81.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-6-1-1024x278.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-6-1-768x208.png 768w\" sizes=\"auto, (max-width: 1434px) 100vw, 1434px\" \/><\/p>\n<p>Combining with another style<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1325\" height=\"456\" class=\"wp-image-14105\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-7-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-7-1.png 1325w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-7-1-300x103.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-7-1-1024x352.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-7-1-768x264.png 768w\" sizes=\"auto, (max-width: 1325px) 100vw, 1325px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"1430\" height=\"372\" class=\"wp-image-14107\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-8-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-8-1.png 1430w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-8-1-300x78.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-8-1-1024x266.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-8-1-768x200.png 768w\" sizes=\"auto, (max-width: 1430px) 100vw, 1430px\" \/><\/p>\n<p><em>flux-canny-depth-Workflow<\/em><\/p>\n<h3><a id=\"post-14085-_Toc187835228\"><\/a>Sketch and volumes to reference<\/h3>\n<p>Mimicking a known reference.<\/p>\n<p>Prompt : <em>Generate an image of a modernist house inspired by the Villa Arpel from Jacques Tati&rsquo;s film Mon Oncle. The house should feature a sleek, geometric design with clean lines and a futuristic, mid-20th-century aesthetic. Include a flat roof, asymmetrical windows, and a mix of materials such as concrete, glass, and steel. The facade should have a minimalist, almost industrial look, with a touch of whimsy in its impractical design elements, such as oddly placed decorative features or overly elaborate pathways. Surround the house with a manicured, artificial-looking garden, including perfectly trimmed hedges, geometric flower beds, and a winding, overly designed pathway. Add a small fountain or water feature in the front yard, emphasizing the sterile yet playful tone of the property. The overall atmosphere should feel both stylish and slightly absurd, capturing the satirical critique of modern architecture and lifestyle depicted in the film. <\/em><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1181\" height=\"310\" class=\"wp-image-14108\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-9-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-9-1.png 1181w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-9-1-300x79.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-9-1-1024x269.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-9-1-768x202.png 768w\" sizes=\"auto, (max-width: 1181px) 100vw, 1181px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"909\" height=\"305\" class=\"wp-image-14111\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-10-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-10-1.png 909w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-10-1-300x101.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-10-1-768x258.png 768w\" sizes=\"auto, (max-width: 909px) 100vw, 909px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"1310\" height=\"364\" class=\"wp-image-14112\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-11-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-11-1.png 1310w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-11-1-300x83.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-11-1-1024x285.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-11-1-768x213.png 768w\" sizes=\"auto, (max-width: 1310px) 100vw, 1310px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"905\" height=\"314\" class=\"wp-image-14114\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-12-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-12-1.png 905w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-12-1-300x104.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-12-1-768x266.png 768w\" sizes=\"auto, (max-width: 905px) 100vw, 905px\" \/><\/p>\n<h3><a id=\"post-14085-_Toc187835229\"><\/a>Using real objects<\/h3>\n<p>It\u2019s also possible de use real objects and incorporate them in the process. With a fast computer, it would be possible to compose those objects and see the result in almost real time.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"920\" class=\"wp-image-14115\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/whatsapp-image-2025-01-12-at-13-1.jpeg\" alt=\"WhatsApp Image 2025-01-12 at 13\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/whatsapp-image-2025-01-12-at-13-1.jpeg 2048w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/whatsapp-image-2025-01-12-at-13-1-300x135.jpeg 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/whatsapp-image-2025-01-12-at-13-1-1024x460.jpeg 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/whatsapp-image-2025-01-12-at-13-1-768x345.jpeg 768w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/whatsapp-image-2025-01-12-at-13-1-1536x690.jpeg 1536w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1015\" height=\"986\" class=\"wp-image-14117\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-14-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-14-1.png 1015w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-14-1-300x291.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-14-1-768x746.png 768w\" sizes=\"auto, (max-width: 1015px) 100vw, 1015px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1344\" height=\"768\" class=\"wp-image-14120\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/f-tuto-tuto_00070_-png-1.png\" alt=\"F:\\Tuto\\Tuto_00070_.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/f-tuto-tuto_00070_-png-1.png 1344w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/f-tuto-tuto_00070_-png-1-300x171.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/f-tuto-tuto_00070_-png-1-1024x585.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/f-tuto-tuto_00070_-png-1-768x439.png 768w\" sizes=\"auto, (max-width: 1344px) 100vw, 1344px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"1079\" height=\"155\" class=\"wp-image-14124\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-16-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-16-1.png 1079w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-16-1-300x43.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-16-1-1024x147.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-16-1-768x110.png 768w\" sizes=\"auto, (max-width: 1079px) 100vw, 1079px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"1073\" height=\"152\" class=\"wp-image-14125\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-17-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-17-1.png 1073w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-17-1-300x42.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-17-1-1024x145.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-17-1-768x109.png 768w\" sizes=\"auto, (max-width: 1073px) 100vw, 1073px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"1072\" height=\"151\" class=\"wp-image-14126\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-18-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-18-1.png 1072w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-18-1-300x42.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-18-1-1024x144.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-18-1-768x108.png 768w\" sizes=\"auto, (max-width: 1072px) 100vw, 1072px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"1070\" height=\"147\" class=\"wp-image-14127\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-19-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-19-1.png 1070w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-19-1-300x41.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-19-1-1024x141.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-19-1-768x106.png 768w\" sizes=\"auto, (max-width: 1070px) 100vw, 1070px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"1070\" height=\"149\" class=\"wp-image-14128\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-20-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-20-1.png 1070w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-20-1-300x42.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-20-1-1024x143.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-20-1-768x107.png 768w\" sizes=\"auto, (max-width: 1070px) 100vw, 1070px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"1070\" height=\"148\" class=\"wp-image-14129\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-21-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-21-1.png 1070w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-21-1-300x41.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-21-1-1024x142.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-21-1-768x106.png 768w\" sizes=\"auto, (max-width: 1070px) 100vw, 1070px\" \/> <img loading=\"lazy\" decoding=\"async\" width=\"1071\" height=\"149\" class=\"wp-image-14130\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-22-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-22-1.png 1071w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-22-1-300x42.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-22-1-1024x142.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14085-22-1-768x107.png 768w\" sizes=\"auto, (max-width: 1071px) 100vw, 1071px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Better control on image generation. In this process, it is possible to start from a basic shape or even real objects and explore results using a controlled aesthetics\u2019 without LoRA. Depth Calculation and visual reference A basic 3D shape is provided along with a reference image. The shapes and style of the image will be &hellip; <a href=\"https:\/\/www.keris-studio.fr\/blog\/?p=14085\" class=\"more-link\">Continuer la lecture de <span class=\"screen-reader-text\">IA-project workflow part08<\/span>  <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":14115,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[368,190,593,25,333,8,26,174],"tags":[549,363,57,594,601,543],"class_list":["post-14085","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ambiance","category-architecture-2","category-artificial","category-etats-de-lart","category-immersion","category-methodologie","category-production","category-simulations","tag-ai","tag-ambiance","tag-architecture","tag-climat","tag-confyui","tag-intelligence-artificielle"],"_links":{"self":[{"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=\/wp\/v2\/posts\/14085","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=14085"}],"version-history":[{"count":2,"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=\/wp\/v2\/posts\/14085\/revisions"}],"predecessor-version":[{"id":14132,"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=\/wp\/v2\/posts\/14085\/revisions\/14132"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=\/wp\/v2\/media\/14115"}],"wp:attachment":[{"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=14085"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=14085"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=14085"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}