virtual-staging

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Virtual Staging

虚拟摆场

Transform empty or outdated rooms into beautifully furnished spaces using each::sense.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.
使用each::sense将空置或老旧的房间转换为布置精美的空间。本功能可为房产房源生成照片级真实的虚拟摆场,助力房产出售速度提升73%,房源浏览量提升72%。

Features

功能特性

  • 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
  • 客厅摆场:将空置空间改造为温馨宜人的起居区域
  • 卧室摆场:打造舒适、令人向往的卧室空间
  • 厨房摆场:通过现代化家电和软装陈设展示厨房潜力
  • 家庭办公室摆场:打造功能齐全的工作空间,吸引远程工作者
  • 户外/露台摆场:可视化呈现户外生活空间
  • 多种风格可选:现代、传统、极简、当代等多种风格
  • 商业空间摆场:支持办公空间、零售门店等商业地产
  • 清整重摆:移除现有家具,采用更优设计重新布置

Quick Start

快速开始

bash
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"]
  }'
bash
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?

为什么选择虚拟摆场?

MetricImpact
Faster Sales73% faster than non-staged listings
More Views72% increase in listing views
Cost Savings95% cheaper than physical staging
TurnaroundMinutes instead of days
指标效果
更快售出比未摆场的房源出售速度快73%
更高浏览量房源浏览量提升72%
更低成本比实体摆场成本低95%
更短交付周期仅需数分钟,而非数天

Use Case Examples

用例示例

1. Empty Room to Furnished Living Room

1. 空房间改造为带软装的客厅

Transform a vacant living room into an inviting, furnished space.
bash
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"]
  }'
将空置客厅改造为温馨的带软装空间。
bash
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

2. 卧室摆场

Create a serene, restful bedroom that helps buyers visualize themselves in the space.
bash
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"]
  }'
打造静谧舒适的卧室,帮助买家想象自己居住在空间中的场景。
bash
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

3. 厨房摆场

Showcase kitchen potential with thoughtful staging elements.
bash
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"]
  }'
通过精心设计的摆场元素展示厨房潜力。
bash
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

4. 家庭办公室摆场

Appeal to remote workers with a functional, stylish workspace.
bash
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"]
  }'
打造功能齐全、风格时尚的工作空间,吸引远程工作者。
bash
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

5. 户外/露台摆场

Visualize outdoor living potential.
bash
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"]
  }'
可视化呈现户外生活空间的潜力。
bash
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

6. 多风格家具布置

Generate the same room with different design aesthetics.
bash
undefined
为同一个房间生成不同设计风格的摆场效果。
bash
undefined

Modern/Contemporary Style

现代/当代风格

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" }'
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)

传统风格(同会话用于对比)

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" }'
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)

极简风格(同会话)

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" }'
undefined
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" }'
undefined

7. Commercial Space Staging

7. 商业空间摆场

Stage office buildings, retail spaces, and commercial properties.
bash
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"]
  }'
为办公楼、零售空间等商业地产提供摆场服务。
bash
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

8. 前后对比 - 多视角摆场

Create staged versions of multiple rooms for a complete listing.
bash
undefined
为整套房源的多个房间生成摆场版本。
bash
undefined

Living room

客厅

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" }'
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)

主卧(同一房源、同一会话)

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" }'
undefined
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" }'
undefined

9. Multiple Style Options for Same Room

9. 同一房间多风格选项

Generate several staging options for client selection.
bash
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"]
  }'
生成多个摆场方案供客户选择。
bash
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

10. 现有房间清整重摆

Remove outdated or cluttered furniture and restage with better design.
bash
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"]
  }'
移除老旧或杂乱的家具,采用更优设计重新布置。
bash
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

摆场风格参考

StyleKey ElementsBest For
ModernClean lines, neutral colors, minimal decorUrban condos, new construction
TraditionalClassic furniture, warm woods, elegant fabricsEstablished neighborhoods, colonial homes
MinimalistEssential pieces only, lots of spaceSmall apartments, modern homes
FarmhouseRustic wood, cozy textiles, vintage accentsSuburban homes, country properties
CoastalLight blues, whites, natural texturesBeach properties, warm climates
Mid-CenturyIconic shapes, warm tones, retro accents1950s-60s homes, trendy urban areas
ScandinavianLight woods, white palette, hygge comfortModern apartments, young buyers
IndustrialExposed elements, metal accents, urban edgeLofts, converted spaces
风格核心元素适用场景
现代风线条简洁、配色中性、软装极简城市公寓、新建住宅
传统风经典家具、暖调木作、优雅面料成熟社区、殖民风格住宅
极简风仅保留必备家具、大量留白小型公寓、现代住宅
田园风质朴木作、舒适织物、复古装饰郊区住宅、乡村房产
海岸风浅蓝、白色、天然材质、海滩氛围滨海房产、温暖气候区域
中世纪现代风标志性家具造型、暖调木色、复古装饰1950-60年代住宅、潮流城区
斯堪的纳维亚风浅木色、白色系配色、舒适hygge氛围现代公寓、年轻买家群体
工业风暴露结构元素、金属装饰、城市质感loft、改造空间

Mode Selection

模式选择

ModeBest ForSpeedQuality
max
Final listing photos, client deliverablesSlowerHighest
eco
Quick previews, style exploration, bulk processingFasterGood
模式适用场景速度质量
max
最终房源照片、客户交付物较慢最高
eco
快速预览、风格探索、批量处理较快良好

Multi-Turn Creative Iteration

多轮创意迭代

Use
session_id
to refine staging results:
bash
undefined
使用
session_id
优化摆场效果:
bash
undefined

Initial staging

初始摆场

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" }'
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

请求调整

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" }'
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

尝试不同布局

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" }'
undefined
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" }'
undefined

Best Practices

最佳实践

For Real Estate Listings

针对房产房源

  • 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
  • 适配大众审美:采用受众最广的配色和风格
  • 展示空间尺度:摆放的家具要帮助买家理解房间尺寸
  • 保留原有特征:确保建筑细节(壁炉、窗户、装饰线)清晰可见
  • 风格统一:整套房源的摆场风格保持一致

For Maximum Realism

提升真实感技巧

  • 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
  • 匹配光线:要求家具风格与房间现有光线匹配
  • 尺寸适配:确保家具尺寸与空间自然适配
  • 阴影与反射:高质量摆场包含真实的阴影效果

Pro Tips

专业提示

  • 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
  • 始终提供高分辨率原图
  • 提前指定风格,减少迭代次数
  • 使用session_id为多个房间生成统一风格的摆场
  • 对于空置房屋,优先摆场核心卖点房间:客厅、主卧、厨房

Error Handling

错误处理

ErrorCauseSolution
Failed to create prediction: HTTP 422
Insufficient balanceTop up at eachlabs.ai
Content policy violationProhibited contentAdjust prompt
TimeoutComplex generationSet client timeout to minimum 10 minutes
错误原因解决方案
Failed to create prediction: HTTP 422
余额不足前往eachlabs.ai充值
内容政策违规包含禁止内容调整提示词
超时生成内容复杂将客户端超时时间设置为最低10分钟

Related Skills

相关功能

  • each-sense
    - Core API documentation
  • product-photo-generation
    - E-commerce product shots
  • image-edit
    - General image editing capabilities
  • each-sense
    - 核心API文档
  • product-photo-generation
    - 电商产品图生成
  • image-edit
    - 通用图像编辑能力