virtual-staging

Virtual Staging

Transform empty or outdated rooms into beautifully furnished spaces using each::sense. This skill creates photorealistic virtual staging for real estate listings, helping properties sell 73% faster with 72% more listing views.

Features

• Living Room Staging: Transform empty spaces into inviting living areas
• Bedroom Staging: Create cozy, aspirational bedrooms
• Kitchen Staging: Showcase kitchen potential with modern appliances and decor
• Home Office Staging: Appeal to remote workers with functional workspaces
• Outdoor/Patio Staging: Visualize outdoor living spaces
• Multiple Style Options: Modern, traditional, minimalist, contemporary, and more
• Commercial Staging: Office spaces, retail, and commercial properties
• Declutter & Stage: Remove existing furniture and restage with better design

Quick Start

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Stage this empty living room with modern furniture, neutral tones, and natural lighting. Add a sectional sofa, coffee table, area rug, and minimal decor."}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "image_urls": ["https://example.com/empty-living-room.jpg"]
  }'

Why Virtual Staging?

Metric	Impact
Faster Sales	73% faster than non-staged listings
More Views	72% increase in listing views
Cost Savings	95% cheaper than physical staging
Turnaround	Minutes instead of days

Use Case Examples

1. Empty Room to Furnished Living Room

Transform a vacant living room into an inviting, furnished space.

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Stage this empty living room with warm, inviting furniture. Add a large comfortable sofa, accent chairs, coffee table, area rug, floor lamp, and subtle wall art. Use neutral earth tones that appeal to broad buyers."}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "image_urls": ["https://example.com/empty-living-room.jpg"]
  }'

2. Bedroom Staging

Create a serene, restful bedroom that helps buyers visualize themselves in the space.

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Stage this empty bedroom as a master suite. Add a king-size bed with plush bedding, nightstands with lamps, a bench at the foot of the bed, and soft curtains. Keep it elegant but not cluttered. Neutral color palette with subtle blue accents."}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "image_urls": ["https://example.com/empty-bedroom.jpg"]
  }'

3. Kitchen Staging

Showcase kitchen potential with thoughtful staging elements.

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Stage this kitchen with lifestyle elements. Add bar stools at the island, pendant lighting, a fruit bowl on the counter, fresh flowers in a vase, and coordinated dish towels. Make it look lived-in but immaculate, ready for a real estate photo."}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "image_urls": ["https://example.com/empty-kitchen.jpg"]
  }'

4. Home Office Staging

Appeal to remote workers with a functional, stylish workspace.

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Transform this empty room into a professional home office. Add a modern desk with ergonomic chair, bookshelf with books and decor, desk lamp, and a small plant. Include good task lighting and keep it organized and productive-looking."}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "image_urls": ["https://example.com/empty-room.jpg"]
  }'

5. Outdoor/Patio Staging

Visualize outdoor living potential.

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Stage this empty patio/deck area as an outdoor living space. Add comfortable outdoor seating with cushions, a coffee table, potted plants, string lights, and outdoor rug. Make it feel like an extension of the home, perfect for entertaining."}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "image_urls": ["https://example.com/empty-patio.jpg"]
  }'

6. Different Furniture Styles

Generate the same room with different design aesthetics.

# Modern/Contemporary Style
curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Stage this room in modern contemporary style. Clean lines, minimal furniture, neutral colors with bold accent pieces, geometric patterns, and sleek finishes. Include a low-profile sofa, glass coffee table, and abstract wall art."}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "image_urls": ["https://example.com/empty-room.jpg"],
    "session_id": "staging-styles-demo"
  }'

# Traditional Style (same session for comparison)
curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Now stage the same room in traditional style. Classic furniture with curved lines, rich wood tones, warm colors, elegant fabrics, and ornate details. Include a classic sofa, wooden coffee table, and traditional artwork."}],
    "model": "eachsense/beta",
    "stream": true,
    "session_id": "staging-styles-demo"
  }'

# Minimalist Style (same session)
curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Now stage it minimalist style. Very few furniture pieces, lots of negative space, monochromatic color scheme, essential items only. Simple sofa, single plant, minimal decor. Less is more."}],
    "model": "eachsense/beta",
    "stream": true,
    "session_id": "staging-styles-demo"
  }'

7. Commercial Space Staging

Stage office buildings, retail spaces, and commercial properties.

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Stage this empty commercial office space. Add modern workstations, ergonomic chairs, a reception area with seating, plants, and professional decor. Make it look like a productive, appealing workplace that companies would want to lease."}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "image_urls": ["https://example.com/empty-office-space.jpg"]
  }'

8. Before/After Comparison - Multiple Views

Create staged versions of multiple rooms for a complete listing.

# Living room
curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Stage this living room photo for a real estate listing. Modern farmhouse style with comfortable furniture, cozy textiles, and warm lighting. Keep architectural features visible."}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "image_urls": ["https://example.com/listing-living-room.jpg"],
    "session_id": "full-home-staging"
  }'

# Master bedroom (same listing, same session)
curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Now stage the master bedroom in the same modern farmhouse style. Maintain consistency with the living room staging. King bed with white linens, wooden nightstands, soft lighting."}],
    "model": "eachsense/beta",
    "stream": true,
    "image_urls": ["https://example.com/listing-master-bedroom.jpg"],
    "session_id": "full-home-staging"
  }'

9. Multiple Style Options for Same Room

Generate several staging options for client selection.

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Stage this empty living room in 3 different styles: 1) Coastal - light blues, whites, natural textures, beachy vibe 2) Mid-century modern - iconic furniture shapes, warm wood tones, retro accents 3) Scandinavian - light woods, white and gray palette, cozy hygge feel. Generate all three versions."}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "image_urls": ["https://example.com/empty-living-room.jpg"]
  }'

10. Declutter and Restage Existing Room

Remove outdated or cluttered furniture and restage with better design.

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "This room has old, dated furniture. Remove all existing furniture and restage with modern, neutral furniture that will appeal to more buyers. Keep the room layout logical but update everything - sofa, chairs, tables, decor. Make it look like a model home."}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "image_urls": ["https://example.com/dated-living-room.jpg"]
  }'

Staging Styles Reference

Style	Key Elements	Best For
Modern	Clean lines, neutral colors, minimal decor	Urban condos, new construction
Traditional	Classic furniture, warm woods, elegant fabrics	Established neighborhoods, colonial homes
Minimalist	Essential pieces only, lots of space	Small apartments, modern homes
Farmhouse	Rustic wood, cozy textiles, vintage accents	Suburban homes, country properties
Coastal	Light blues, whites, natural textures	Beach properties, warm climates
Mid-Century	Iconic shapes, warm tones, retro accents	1950s-60s homes, trendy urban areas
Scandinavian	Light woods, white palette, hygge comfort	Modern apartments, young buyers
Industrial	Exposed elements, metal accents, urban edge	Lofts, converted spaces

Mode Selection

Mode	Best For	Speed	Quality
max	Final listing photos, client deliverables	Slower	Highest
eco	Quick previews, style exploration, bulk processing	Faster	Good

Multi-Turn Creative Iteration

Use session_id to refine staging results:

# Initial staging
curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Stage this empty living room with modern furniture"}],
    "model": "eachsense/beta",
    "stream": true,
    "image_urls": ["https://example.com/empty-room.jpg"],
    "session_id": "living-room-project"
  }'

# Request adjustments
curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "The sofa looks good, but can you add more warmth? Add some throw pillows, a cozy blanket, and warmer lighting"}],
    "model": "eachsense/beta",
    "stream": true,
    "session_id": "living-room-project"
  }'

# Try a different arrangement
curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "messages": [{"role": "user", "content": "Actually, lets try a different furniture arrangement with the sofa facing the window instead"}],
    "model": "eachsense/beta",
    "stream": true,
    "session_id": "living-room-project"
  }'

Best Practices

For Real Estate Listings

• Neutral Appeal: Use colors and styles that appeal to the broadest audience
• Show Scale: Include furniture that helps buyers understand room dimensions
• Preserve Features: Ensure architectural details (fireplaces, windows, moldings) remain visible
• Consistency: Maintain the same style throughout a property listing

For Maximum Realism

• Match Lighting: Request furniture that matches the existing room lighting
• Appropriate Scale: Ensure furniture fits naturally in the space
• Shadows & Reflections: High-quality staging includes realistic shadows

Pro Tips

• Always provide high-resolution source images
• Specify the style upfront to avoid iterations
• Use session_id to generate consistent styling across multiple rooms
• For vacant homes, stage the key selling rooms: living room, master bedroom, kitchen

Error Handling

Error	Cause	Solution
Failed to create prediction: HTTP 422	Insufficient balance	Top up at eachlabs.ai
Content policy violation	Prohibited content	Adjust prompt
Timeout	Complex generation	Set client timeout to minimum 10 minutes

Related Skills

• each-sense - Core API documentation
• product-photo-generation - E-commerce product shots
• image-edit - General image editing capabilities