{"id":26304365,"url":"https://github.com/neuralwork/sd-interior-design","last_synced_at":"2025-10-31T08:46:42.754Z","repository":{"id":232149980,"uuid":"782938813","full_name":"neuralwork/sd-interior-design","owner":"neuralwork","description":"Layout preserving realistic interior design using text and image prompts","archived":false,"fork":false,"pushed_at":"2024-11-29T16:40:52.000Z","size":21209,"stargazers_count":88,"open_issues_count":4,"forks_count":29,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-24T13:08:42.778Z","etag":null,"topics":["cog","diffusion-models","generative-ai","image-editing","interior-design","realistic-vision","stable-diffusion","text-to-image"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/neuralwork.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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}},"created_at":"2024-04-06T13:30:04.000Z","updated_at":"2025-03-21T05:11:57.000Z","dependencies_parsed_at":"2024-04-08T08:54:08.017Z","dependency_job_id":null,"html_url":"https://github.com/neuralwork/sd-interior-design","commit_stats":null,"previous_names":["neuralwork/sd-interior-design"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralwork%2Fsd-interior-design","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralwork%2Fsd-interior-design/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralwork%2Fsd-interior-design/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neuralwork%2Fsd-interior-design/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/neuralwork","download_url":"https://codeload.github.com/neuralwork/sd-interior-design/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247675597,"owners_count":20977376,"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":["cog","diffusion-models","generative-ai","image-editing","interior-design","realistic-vision","stable-diffusion","text-to-image"],"created_at":"2025-03-15T08:16:05.438Z","updated_at":"2025-10-31T08:46:37.706Z","avatar_url":"https://github.com/neuralwork.png","language":"Python","funding_links":["https://ko-fi.com/Z8Z616R4PF'"],"categories":[],"sub_categories":[],"readme":"## RealisticVision for Interior Design\nA custom interior design pipeline API that combines [Realistic Vision V3.0](https://huggingface.co/SG161222/Realistic_Vision_V3.0_VAE) inpainting pipeline with [segmentation](https://huggingface.co/BertChristiaens/controlnet-seg-room) and [MLSD](https://huggingface.co/lllyasviel/sd-controlnet-mlsd) ControlNets. This repo uses [Cog](https://github.com/replicate/cog/blob/main/docs/getting-started-own-model.md) to create a dockerized API. See the Replicate [demo](https://replicate.com/adirik/interior-design) to test the running API.\n\n\n## Basic Usage\nYou will need to have [Cog](https://github.com/replicate/cog/blob/main/docs/getting-started-own-model.md) and Docker installed to serve your model as an API. To run a prediction:\n\n```bash\ncog predict -i image=@test_images/bedroom_3.jpg prompt=\"A bedroom with a bohemian spirit centered around a relaxed canopy bed complemented by a large macrame wall hanging. An eclectic dresser serves as a unique storage solution while an array of potted plants brings life and color to the room\"\n```\n\nTo start your server and serve the model as an API:\n```bash\ncog run -p 5000 python -m cog.server.http\n```\n\nThe API input arguments are as follows:\n\n- **image:** The provided image serves as a base or reference for the generation process.  \n- **prompt:** The input prompt is a text description that guides the image generation process. It should be a detailed and specific description of the desired output image.  \n- **negative_prompt:** This parameter allows specifying negative prompts. Negative prompts are terms or descriptions that should be avoided in the generated image, helping to steer the output away from unwanted elements.  \n- **num_inference_steps:** This parameter defines the number of denoising steps in the image generation process.  \n- **guidance_scale:** The guidance scale parameter adjusts the influence of the classifier-free guidance in the generation process. Higher values will make the model focus more on the prompt.  \n- **prompt_strength:** In inpainting mode, this parameter controls the influence of the input prompt on the final image. A value of 1.0 indicates complete transformation according to the prompt.  \n- **seed:** The seed parameter sets a random seed for image generation. A specific seed can be used to reproduce results, or left blank for random generation.  \n\n## Model Details\n\nThis is a custom pipeline inspired by AICrowd's Generative Interior Design [hackathon](https://www.aicrowd.com/challenges/generative-interior-design-challenge-2024) that uses [Realistic Vision V3.0](https://huggingface.co/SG161222/Realistic_Vision_V3.0_VAE) as the base model. See the base and ControlNet model pages for their respective licenses. This code base is licensed under the [MIT license](https://github.com/neuralwork/sd-interior-design/blob/main/LICENSE).\n\n\u003ca href='https://ko-fi.com/Z8Z616R4PF' target='_blank'\u003e\u003cimg height='36' style='border:0px;height:36px;' src='https://storage.ko-fi.com/cdn/kofi6.png?v=6' border='0' alt='Buy Me a Coffee at ko-fi.com' /\u003e\u003c/a\u003e\n\nFrom [neuralwork](https://neuralwork.ai/) with :heart:\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneuralwork%2Fsd-interior-design","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fneuralwork%2Fsd-interior-design","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneuralwork%2Fsd-interior-design/lists"}