Decor8 AI Python SDK

Table of Contents

• Overview
• Installation
• Configuration
• Usage
  • Design With Photo
  • Design Without Photo
  • Priming the walls
  • Upscale the image
  • Change Wall Color (NEW)
  • Change Kitchen Cabinet Color (NEW)
  • Remodel Kitchen (NEW)
  • Remodel Bathroom (NEW)
  • Landscaping Designs (NEW)
  • Replace Sky (NEW)
  • Sketch to 3D Render (NEW)
  • Remove Objects from Room (NEW)
  • Generate Captions for the image
• Design Styles
• Room Types
• Color Schemes
• Seasonal Décor

Decor8 AI is a cutting-edge interior design app that revolutionizes your design experience. It offers a rich tapestry of customization options allowing you to visualize and craft interiors that echo your style and imagination.

You can choose from 35+ interior design styles and 20+ room types to create unique interior design styles for your space.

The app specializes in virtual staging, transforming empty spaces into vivid, attractive interiors, enhancing their appeal for better marketability.

Equipped with a powerful Python SDK, Decor8 AI facilitates seamless integrations, enabling enhanced design generation capabilities directly within your Python environment. Its user-friendly interface is optimized for performance on smaller screens, ensuring that your design process is as effortless and efficient as possible.

This documentation describes how you can use Decor8 AI Python SDK to integrate Decor8 AI's powerful features in your application.

See complete documentation for Decor8 AI api for Virtual Staging and Interior Design. Please reach out to Decor8 AI Team with questions or suggestions.

Use Cases

Virtual Staging for Real Estate

• Transform empty properties into beautifully staged homes instantly
• Process multiple properties in batch for large real estate portfolios
• Generate multiple design styles for the same space
• Reduce traditional staging costs by up to 97%
• Perfect for:
  • Real estate listings and marketing
  • Property websites and portals
  • Open house presentations
  • Rental property advertisements
  • Commercial space visualization

Photography Service Enhancement

• Add virtual staging capabilities to existing photography services
• Differentiate your business with AI-powered staging
• Provide both traditional photos and virtually staged alternatives
• Increase revenue per property with minimal additional effort
• Ideal for:
  • Real estate photographers
  • Property marketing agencies
  • Architectural photographers
  • Interior design photographers
  • Commercial property photographers

Personal Interior Design Chatbots

• Create AI-powered design assistants using Python's NLP capabilities
• Integrate Decor8 AI into conversational interfaces
• Provide instant design visualization through chat
• Offer personalized design recommendations
• Perfect for:
  • Home improvement platforms
  • Design consultation services
  • Property management apps
  • Real estate platforms
  • Interior design applications

Website & App Integration

• Add virtual staging capabilities to any website or application
• Build scalable design generation systems
• Create interactive before/after comparisons
• Enable real-time design visualization
• Integrate with:
  • Real estate platforms
  • Property management systems
  • Interior design applications
  • E-commerce furniture sites
  • Home improvement portals

Data Science & Enterprise Applications

• Build automated design recommendation systems
• Create ML-powered design analysis tools
• Develop custom design generation pipelines
• Integrate with existing AI/ML workflows
• Ideal for:
  • Large-scale property management
  • Real estate companies
  • Design firms
  • Property technology startups
  • Marketing agencies

Start transforming spaces today with Decor8 AI's powerful Python SDK. Whether you're a developer, business owner, or service provider, our SDK provides the tools you need to bring professional virtual staging and interior design capabilities to your platform.

Installation

You can install the Decor8 AI Python SDK using pip:

pip install decor8ai

Configure Decor8 AI API key

Sign in to Decor8 AI

Click on Profile Photo on Top Left

Click Generate API Key

Usage

export DECOR8AI_API_KEY='<YOUR_API_KEY>'

Generating Interior Design with a Photo of the room

Example 1: Using Room Type and Design Style

from decor8ai.client import generate_designs_for_room

# Basic style-guided generation
input_image_url = 'https://prod-files.decor8.ai/test-images/sdk_test_image.png'
room_type = 'livingroom'  # See below for all supported room types
design_style = 'frenchcountry'  # See below for all supported design styles
num_images = 1  # Up to 4 images can be generated at a time

# Optional style parameters
color_scheme = 'COLOR_SCHEME_5'  # Optional
speciality_decor = 'SPECIALITY_DECOR_5'  # Optional

response_json = generate_designs_for_room(
    input_image_url=input_image_url,
    room_type=room_type,
    design_style=design_style,
    num_images=num_images,
    color_scheme=color_scheme,
    speciality_decor=speciality_decor
)

Example 2: Using Custom Prompt Only

from decor8ai.client import generate_designs_for_room

# Prompt-guided generation
input_image_url = 'https://prod-files.decor8.ai/test-images/sdk_test_image.png'
prompt = "A modern minimalist living space with Scandinavian influences, featuring clean lines, natural materials, and abundant natural light"

response_json = generate_designs_for_room(
    input_image_url=input_image_url,
    prompt=prompt,
    num_images=1
)

Example 3: Using Advanced Prompt Controls

from decor8ai.client import generate_designs_for_room

# Advanced prompt-guided generation
input_image_url = 'https://prod-files.decor8.ai/test-images/sdk_test_image.png'
prompt = "A cozy reading nook with built-in bookshelves"
prompt_prefix = "high quality, photorealistic interior, professional photography"
prompt_suffix = "warm ambient lighting, detailed textures, interior design magazine quality"
negative_prompt = "cluttered, dark, cartoon, synthetic, artificial"

# Optional advanced parameters
seed = 42  # For reproducible results
guidance_scale = 7.5  # Controls how closely the model follows the prompt
num_inference_steps = 50  # Number of denoising steps

response_json = generate_designs_for_room(
    input_image_url=input_image_url,
    prompt=prompt,
    prompt_prefix=prompt_prefix,
    prompt_suffix=prompt_suffix,
    negative_prompt=negative_prompt,
    seed=seed,
    guidance_scale=guidance_scale,
    num_inference_steps=num_inference_steps,
    num_images=1
)

The response is a JSON object containing the generated designs and other information:

{
    "error": "",
    "message": "Successfully generated designs.",
    "info": {
        "images": [
            {
                "uuid": "81133196-4477-4cdd-834a-89f5482bb9d0",
                "url": "http://<generated-image-path>",
                "width": 768,
                "height": 512
            }
        ]
    }
}

If unsuccessful, the response will contain an error:

{
    "error": "InvalidInput",
    "message": "Invalid input image. Please check the input image and try again.",
}

Generating Inspirational Interior Design Ideas without using a photo of the room

from decor8ai.client import generate_designs

# Here, we don't provide input image. The API generates a new interior design using following parameters.
room_type = 'livingroom' # See below for all supported room types
design_style = 'frenchcountry' # See below for all supported design Styles
num_images = 1 # Up to 4 images can be generated at a time

# Optional Parameters
num_captions = None # Choose 1 or 2 for number of image captions to generate

response_json = generate_designs(room_type=room_type, design_style=design_style, num_images=num_images, num_captions=1)

# If you like HTTP URLs for output, use new API
from decor8ai.client import generate_inspirational_designs
response_json = generate_inspirational_designs(room_type=room_type, design_style=design_style, num_images=num_images)

Priming the walls

from decor8ai.client import prime_walls_for_room

input_image_url = 'http://example.com/path/to/your/image.png'  #local-file-path or URL or bytes
response_json = prime_walls_for_room(input_image_url=input_image_url)

Upscale the image

from decor8ai.client import upscale_image

input_image = 'path/to/your/image.png'  #local-file-path or URL or bytes
scale_factor = 2

response = upscale_image(input_image, scale_factor)

Change Wall Color (NEW)

from decor8ai import change_wall_color

input_image_url = 'https://example.com/room.jpg'
wall_color_hex = '#D4A574'  # Warm beige

response = change_wall_color(input_image_url, wall_color_hex)

Change Kitchen Cabinet Color (NEW)

from decor8ai import change_kitchen_cabinets_color

input_image_url = 'https://example.com/kitchen.jpg'
cabinet_color_hex = '#FFFFFF'  # White cabinets

response = change_kitchen_cabinets_color(input_image_url, cabinet_color_hex)

Remodel Kitchen (NEW)

from decor8ai import remodel_kitchen

input_image_url = 'https://example.com/kitchen.jpg'
design_style = 'modern'
num_images = 2
scale_factor = 2  # Optional

response = remodel_kitchen(input_image_url, design_style, num_images, scale_factor)

Remodel Bathroom (NEW)

from decor8ai import remodel_bathroom

input_image_url = 'https://example.com/bathroom.jpg'
design_style = 'contemporary'
num_images = 2

response = remodel_bathroom(input_image_url, design_style, num_images)

Landscaping Designs (NEW - Beta)

from decor8ai import generate_landscaping_designs

input_image_url = 'https://example.com/yard.jpg'
yard_type = 'Front Yard'  # Options: 'Front Yard', 'Backyard', 'Side Yard'
garden_style = 'japanese_zen'  # See garden styles below
num_images = 2

response = generate_landscaping_designs(input_image_url, yard_type, garden_style, num_images)

Garden Styles

Replace Sky (NEW)

from decor8ai import replace_sky_behind_house

input_image_url = 'https://example.com/house.jpg'
sky_type = 'dusk'  # Options: 'day', 'dusk', 'night'

response = replace_sky_behind_house(input_image_url, sky_type)

Sketch to 3D Render (NEW)

from decor8ai import sketch_to_3d_render

input_image_url = 'https://example.com/sketch.jpg'
design_style = 'modern'
num_images = 2
render_type = 'perspective'  # Options: 'perspective', 'isometric'

response = sketch_to_3d_render(input_image_url, design_style, num_images, render_type=render_type)

Remove Objects from Room (NEW)

from decor8ai import remove_objects_from_room

input_image_url = 'https://example.com/room.jpg'
mask_image_url = 'https://example.com/mask.png'  # Optional

response = remove_objects_from_room(input_image_url, mask_image_url)

Generate captions for the interior image

from decor8ai.client import generate_image_captions

room_type = 'livingroom'
design_style = 'frenchcountry'
num_captions = 2

response = generate_image_captions(room_type, design_style, num_captions)

Sample output

{
    "error": "",
    "message": "Successfully generated image captions.",
    "info":
    {
        "captions":
        [
            "\"Enchanting French Country Charm: Where cozy meets elegance in the heart of the living room.\"",
            "\"Step into a Parisian dream - where charm, elegance, and comfort seamlessly blend in this enchanting French country living room retreat. Get ready to indulge in rustic sophistication and let the cozy embrace of timeless design whisk you away to provincial bliss.\""
        ]
    }
}

Supported Design Styles

Decor8 AI supports following design styles. Learn more about these styles at Decor8 AI Decoration Styles

Supported Room Types

Decor8 AI supports following room types. Learn more about these room types at Decor8 AI Room Types

Supported Color Schemes

Supported Seasonal / Special Décor