{"id":14133,"date":"2025-02-22T19:10:27","date_gmt":"2025-02-22T18:10:27","guid":{"rendered":"http:\/\/www.keris-studio.fr\/blog\/?p=14133"},"modified":"2025-02-22T19:12:13","modified_gmt":"2025-02-22T18:12:13","slug":"ia-project-workflow-part09","status":"publish","type":"post","link":"https:\/\/www.keris-studio.fr\/blog\/?p=14133","title":{"rendered":"IA-project workflow part09"},"content":{"rendered":"\n<p><\/p>\n\n\n<h1>More complex definitions<\/h1>\n<h2>Sketch to render<\/h2>\n<p>Starting from a sketch. This sketch is given to ChatGPT to get a description that ville be transformed into a prompt.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"793\" height=\"604\" class=\"wp-image-14134\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-1.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-1.png 793w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-1-300x228.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-1-768x585.png 768w\" sizes=\"auto, (max-width: 793px) 100vw, 793px\" \/><!--more--><\/p>\n<p>The first given prompt is:<\/p>\n<p><em>Photorealistic Render Prompt<\/em><\/p>\n<p><em>A modern minimalist two-story house with large glass walls and a cantilevered upper level featuring vertical wooden slats. The design integrates open-plan living with seamless indoor-outdoor transitions. The ground floor is open, with glass partitions, allowing natural light to flood the interiors. The upper floor extends outward, creating a shaded terrace below. The setting is serene, surrounded by a minimalist landscaped garden with stone pathways and a reflecting pool. The lighting is soft and warm, evoking a peaceful late afternoon ambiance. Rendered in ultra-realistic architectural visualization style, capturing high-detail materials such as smooth concrete, warm wood, and crystal-clear glass reflections.<\/em><\/p>\n<p>After a first test a slight modification is suggested<\/p>\n<p><em>Prompt:<\/em><\/p>\n<p><em>A modern minimalist two-story house with large glass walls and a cantilevered upper level featuring vertical wooden slats. The upper roof is shorter than the extended horizontal slab covering the ground level, creating a striking architectural contrast. The design integrates open-plan living with seamless indoor-outdoor transitions. The ground floor is open, with glass partitions, allowing natural light to flood the interiors. The upper floor extends outward, forming a shaded terrace below. The setting is serene, surrounded by a minimalist landscaped garden with stone pathways and a reflecting pool. Rendered in ultra-realistic architectural visualization style, capturing high-detail materials such as smooth concrete, warm wood, and crystal-clear glass reflections. The lighting is soft and warm, evoking a peaceful late afternoon ambiance.<\/em><\/p>\n<h3>Using Sketch to Render Workflow<\/h3>\n<p><a href=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-2.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-14135 size-full\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-2.png\" alt=\"\" width=\"1999\" height=\"946\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-2.png 1999w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-2-300x142.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-2-1024x485.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-2-768x363.png 768w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-2-1536x727.png 1536w\" sizes=\"auto, (max-width: 1999px) 100vw, 1999px\" \/><\/a><\/p>\n<p>EP20 Flux Dev Q8 Sketch 2 Image<\/p>\n<h3>Accurate photorealistic rendering<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1232\" height=\"410\" class=\"wp-image-14136\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-3.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-3.png 1232w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-3-300x100.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-3-1024x341.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-3-768x256.png 768w\" sizes=\"auto, (max-width: 1232px) 100vw, 1232px\" \/><\/p>\n<h3>Paint rendering<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1648\" height=\"566\" class=\"wp-image-14137\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/c-ai-comfyui_windows_portable-visuels-sketch-to-i.jpeg\" alt=\"C:\\AI\\ComfyUI_windows_portable\\VISUELS\\Sketch-to-Image-02.JPG\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/c-ai-comfyui_windows_portable-visuels-sketch-to-i.jpeg 1648w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/c-ai-comfyui_windows_portable-visuels-sketch-to-i-300x103.jpeg 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/c-ai-comfyui_windows_portable-visuels-sketch-to-i-1024x352.jpeg 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/c-ai-comfyui_windows_portable-visuels-sketch-to-i-768x264.jpeg 768w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/c-ai-comfyui_windows_portable-visuels-sketch-to-i-1536x528.jpeg 1536w\" sizes=\"auto, (max-width: 1648px) 100vw, 1648px\" \/><\/p>\n<h3>Scribble Preprocessor<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1479\" height=\"473\" class=\"wp-image-14138\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-5.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-5.png 1479w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-5-300x96.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-5-1024x327.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-5-768x246.png 768w\" sizes=\"auto, (max-width: 1479px) 100vw, 1479px\" \/><\/p>\n<h3>HED Preprocessor<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1237\" height=\"571\" class=\"wp-image-14139\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-6.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-6.png 1237w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-6-300x138.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-6-1024x473.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-6-768x355.png 768w\" sizes=\"auto, (max-width: 1237px) 100vw, 1237px\" \/><\/p>\n<h3>Anime LineArt Preprocessor<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1237\" height=\"575\" class=\"wp-image-14140\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-7.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-7.png 1237w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-7-300x139.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-7-1024x476.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-7-768x357.png 768w\" sizes=\"auto, (max-width: 1237px) 100vw, 1237px\" \/><\/p>\n<p>Other pre-processor CannyEdge Preprocessor, LineArt Preprocesor, AnimeLineArt Preprocessor, LineartStandard Preprocessor, Manga2Anime_LineArt Preprocessor, HED Preprocessor, Sribble_XDog Preprocessor, PyraCanny Preprocessor<\/p>\n<h3>Manga2Anime_LineArt Preprocessor<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1503\" height=\"685\" class=\"wp-image-14141\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-8.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-8.png 1503w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-8-300x137.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-8-1024x467.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-8-768x350.png 768w\" sizes=\"auto, (max-width: 1503px) 100vw, 1503px\" \/><\/p>\n<h2>Text to High definition Image<\/h2>\n<p><a href=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-9.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-14142 size-full\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-9.png\" alt=\"\" width=\"2126\" height=\"987\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-9.png 2126w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-9-300x139.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-9-1024x475.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-9-768x357.png 768w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-9-1536x713.png 1536w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-9-2048x951.png 2048w\" sizes=\"auto, (max-width: 2126px) 100vw, 2126px\" \/><\/a><\/p>\n<p>FluxLatentUpscaler &#8211; ok(NDC)<\/p>\n<p>Image enhance<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"2230\" height=\"827\" class=\"wp-image-14143\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-10.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-10.png 2230w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-10-300x111.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-10-1024x380.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-10-768x285.png 768w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-10-1536x570.png 1536w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-10-2048x760.png 2048w\" sizes=\"auto, (max-width: 2230px) 100vw, 2230px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"759\" height=\"378\" class=\"wp-image-14145\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-11.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-11.png 759w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-11-300x149.png 300w\" sizes=\"auto, (max-width: 759px) 100vw, 759px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"673\" height=\"374\" class=\"wp-image-14146\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-12.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-12.png 673w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-12-300x167.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-12-672x372.png 672w\" sizes=\"auto, (max-width: 673px) 100vw, 673px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1430\" height=\"509\" class=\"wp-image-14148\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-13.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-13.png 1430w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-13-300x107.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-13-1024x364.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-13-768x273.png 768w\" sizes=\"auto, (max-width: 1430px) 100vw, 1430px\" \/><\/p>\n<h2>Flux and Image enhancer<\/h2>\n<p>Enhancer is to have an image with a better resolution, blurry elements are reinterpreted to create a high level of details. The challenge is to not defer too much from the original image.<\/p>\n<p><a href=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-14.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-14149 size-full\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-14.png\" alt=\"\" width=\"3030\" height=\"846\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-14.png 3030w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-14-300x84.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-14-1024x286.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-14-768x214.png 768w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-14-1536x429.png 1536w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-14-2048x572.png 2048w\" sizes=\"auto, (max-width: 3030px) 100vw, 3030px\" \/><\/a><\/p>\n<p>workflow-flux-controlnet-upscaler-with-florence2-gguf-ok-(NDC)<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1820\" height=\"626\" class=\"wp-image-14154\" src=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-15.png\" srcset=\"https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-15.png 1820w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-15-300x103.png 300w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-15-1024x352.png 1024w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-15-768x264.png 768w, https:\/\/www.keris-studio.fr\/blog\/wp-content\/word-image-14133-15-1536x528.png 1536w\" sizes=\"auto, (max-width: 1820px) 100vw, 1820px\" \/><\/p>\n<p>Enhance with Apply ControlNet, strength 0.6, start 0.00, end 1.00<\/p>\n\n","protected":false},"excerpt":{"rendered":"<p>More complex definitions Sketch to render Starting from a sketch. This sketch is given to ChatGPT to get a description that ville be transformed into a prompt.<\/p>\n","protected":false},"author":2,"featured_media":14156,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[368,190,593,25,333,8,26,174],"tags":[549,363,57,546,600,47],"class_list":["post-14133","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-artificial-intelligence","tag-comfyui","tag-simulation"],"_links":{"self":[{"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=\/wp\/v2\/posts\/14133","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=14133"}],"version-history":[{"count":2,"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=\/wp\/v2\/posts\/14133\/revisions"}],"predecessor-version":[{"id":14165,"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=\/wp\/v2\/posts\/14133\/revisions\/14165"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=\/wp\/v2\/media\/14156"}],"wp:attachment":[{"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=14133"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=14133"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.keris-studio.fr\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=14133"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}