{"id":8066,"date":"2024-04-16T09:49:50","date_gmt":"2024-04-16T01:49:50","guid":{"rendered":"https:\/\/www.1ai.net\/?p=8066"},"modified":"2024-04-16T09:49:50","modified_gmt":"2024-04-16T01:49:50","slug":"stabledesign%ef%bc%9a%e9%80%82%e7%94%a8%e4%ba%8e%e5%ae%a4%e5%86%85%e8%a3%85%e4%bf%ae%e8%ae%be%e8%ae%a1%e7%9a%84sd%e6%96%b9%e6%a1%88-%e6%96%87%e5%ad%97%e6%8f%90%e7%a4%ba%e5%b0%b1%e5%8f%af%e4%bf%ae","status":"publish","type":"post","link":"https:\/\/www.1ai.net\/en\/8066.html","title":{"rendered":"StableDesign: SD solution for interior decoration design, text prompts can modify interior design drawings"},"content":{"rendered":"<p>Some developers have developed <a href=\"https:\/\/www.1ai.net\/en\/tag\/stabledesign\" title=\"_Other Organiser\" target=\"_blank\" >StableDesign<\/a> project, which aims to create a new generation of<a href=\"https:\/\/www.1ai.net\/en\/tag\/%e5%ae%a4%e5%86%85%e8%ae%be%e8%ae%a1\" title=\"[Sees articles with labels]\" target=\"_blank\" >Interior Design<\/a>Provide datasets and training methods. This is a SD program for interior design, upload a picture of an empty room, enter text prompts, and you can generate a decorative rendering as required.<\/p>\n<p class=\"article-content__img\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-8067\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2024\/04\/6384877059757303023042929.jpg\" alt=\"\" width=\"1126\" height=\"805\" \/><\/p>\n<p>They first downloaded the listing data via Audemars Piguet and extended the bnb-dataset code with scripts to extract image metadata from it. They then applied feature extraction and data preparation tools to create a dataset suitable for interior design in preparation for subsequent model training.<\/p>\n<p>After the data was prepared, the research team trained it using ControlNet and the model.The ControlNet model enables control over the interior design generation process by segmenting the image and depth estimating the image. Meanwhile, the model enables users to generate corresponding interior design images from textual descriptions through text-to-image conversion. These training methods combine image processing and natural language processing techniques and provide new ideas and methods for the development of the field of generative interior design.<\/p>\n<p>The launch of the StableDesign project has facilitated the development and innovation of generative interior design techniques by providing researchers and designers with a new dataset and training framework. However, the results generated by StableDesign can't be trusted, for example, sometimes load-bearing walls are lost.<\/p>\n<p>Online experience:https:\/\/huggingface.co\/spaces\/MykolaL\/StableDesignGithub.<\/p>","protected":false},"excerpt":{"rendered":"<p>A developer has developed the StableDesign project, which aims to provide a dataset and training method for generative interior design. This is an SD program for interior design, where uploading a picture of an empty room and entering textual prompts can generate a decorative rendering on demand. They first downloaded the listing data via Audemars Piguet and extended the bnb-dataset code with scripts to extract image metadata from it. They then used feature extraction and data preparation tools to create a dataset suitable for interior design in preparation for subsequent model training. After the data preparation, the team trained the model using ControlNet and The ControlNet model was implemented by segmenting the image and depth estimating the image for the<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[146],"tags":[2247,1402],"collection":[],"class_list":["post-8066","post","type-post","status-publish","format-standard","hentry","category-news","tag-stabledesign","tag-1402"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/8066","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/comments?post=8066"}],"version-history":[{"count":0,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/8066\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/media?parent=8066"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/categories?post=8066"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/tags?post=8066"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/collection?post=8066"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}