{"id":21120595,"url":"https://github.com/seyeong-han/architectural-intelligence","last_synced_at":"2025-10-01T21:30:51.690Z","repository":{"id":260934155,"uuid":"882388579","full_name":"seyeong-han/Architectural-Intelligence","owner":"seyeong-han","description":"AI Remodeling web app using React-js, Stable Diffusion and Llama3.2","archived":false,"fork":false,"pushed_at":"2024-11-03T17:18:36.000Z","size":5086,"stargazers_count":5,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-11-20T03:13:56.707Z","etag":null,"topics":["controlnet","docker","nodejs","ollama","reactjs","stable-diffusion-webui"],"latest_commit_sha":null,"homepage":"https://www.youtube.com/watch?v=q2TqO41XI64\u0026feature=youtu.be\u0026themeRefresh=1","language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/seyeong-han.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-11-02T17:45:30.000Z","updated_at":"2024-11-17T06:03:29.000Z","dependencies_parsed_at":"2024-11-03T18:32:29.685Z","dependency_job_id":null,"html_url":"https://github.com/seyeong-han/Architectural-Intelligence","commit_stats":null,"previous_names":["seyeong-han/architectural-intelligence"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/seyeong-han%2FArchitectural-Intelligence","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/seyeong-han%2FArchitectural-Intelligence/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/seyeong-han%2FArchitectural-Intelligence/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/seyeong-han%2FArchitectural-Intelligence/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/seyeong-han","download_url":"https://codeload.github.com/seyeong-han/Architectural-Intelligence/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":234897340,"owners_count":18903673,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["controlnet","docker","nodejs","ollama","reactjs","stable-diffusion-webui"],"created_at":"2024-11-20T03:14:20.973Z","updated_at":"2025-10-01T21:30:46.151Z","avatar_url":"https://github.com/seyeong-han.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# AI Remodeler\n\n[![home remodeling](public/home.png)](https://www.youtube.com/watch?v=q2TqO41XI64\u0026feature=youtu.be\u0026themeRefresh=1)\n\nHomeowners often struggle to visualize remodeling ideas when meeting with contractors, with traditional methods taking over three weeks to deliver mockups. AI Remodeler changes the game by generating high-quality visualizations instantly. Using advanced AI, it transforms rooms based on user prompts—whether a full style change or specific object adjustments—making it easy for customers and contractors to align on the vision.\n\nAI Remodeler brings dream homes to life faster and with greater clarity.\n\n## Bridging the Gap Between Homeowners and Contractors\n\nAI Remodeler transforms user prompts into high-quality, realistic remodel visualizations in minutes. Here’s how it works:\n\n1. User Prompt: Homeowners simply describe their remodeling vision, such as “modernize the kitchen” or “replace sofa with a sectional.”\n\n2. Intention Analysis: Our AI determines if the prompt requires a full-room style transformation or specific object changes (inpainting).\n\n3. Enhanced Prompt Generation: Using Llama, AI Remodeler refines the prompt for optimal image generation, adding style details or specifying objects as needed.\n\n4. Image Transformation: Leveraging advanced image-to-image and inpainting models, the AI remodels the image, capturing the homeowner’s vision accurately.\n\n5. Instant Visualization: The transformed image is ready within minutes, giving homeowners and contractors a shared, clear visual to guide the project.\n\n## Get Started\n\n### Install Ollama API\n\n```\ncurl -fsSL https://ollama.com/install.sh | sh\nollama run llama3.2\n```\n\n### Install StableDiffusion-Webui\n\nFollowo [official documentation](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Install-and-Run-on-NVidia-GPUs)\n\n### Start React App\n\n```\nnpm install\nnpm start\n```\n\n### Start Node server\n\n```\ncd api-server\nnode server.js\n```\n\n### Key components of our tech stack include:\n\n1. Stable Diffusion \u0026 Custom Inpainting Models: These enable realistic style changes and object replacements within images, ensuring precision and lifelike detail.\n2. Llama (NLP): Processes and enriches user prompts, intelligently guiding the AI to capture the desired remodeling style or specific adjustments.\n3. React \u0026 Node.js: Form the backbone of our web application, providing a responsive, user-friendly interface for homeowners and contractors alike.\n4. Docker: Facilitate seamless deployment and scaling of our AI models, ensuring reliability even under high demand.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fseyeong-han%2Farchitectural-intelligence","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fseyeong-han%2Farchitectural-intelligence","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fseyeong-han%2Farchitectural-intelligence/lists"}