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object-removal

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Original

English
🇨🇳

Translation

Chinese

Object Removal & Inpainting

物体移除与图像修复

Remove unwanted elements from photos using each::sense. This skill intelligently removes objects, people, text, watermarks, and imperfections while seamlessly filling the removed areas with contextually appropriate content.
借助each::sense移除照片中不需要的元素。该功能可智能移除物体、人物、文字、水印和瑕疵，同时使用符合上下文的内容无缝填充被移除区域。

Features

功能特性

  • Object Removal: Remove unwanted items from any photo
  • Person Removal: Remove people from backgrounds cleanly
  • Text/Watermark Removal: Clean up images with unwanted text overlays
  • Blemish Removal: Remove skin imperfections and photo artifacts
  • Wire/Line Removal: Clean up power lines, cables, and wires
  • Logo Removal: Remove branding and logos from images
  • Shadow Removal: Eliminate unwanted shadows
  • Background Cleanup: Remove distracting background elements
  • 物体移除：移除任意照片中不需要的物品
  • 人物移除：干净地移除背景中的人物
  • 文字/水印移除：清理带有多余文字叠加层的图像
  • 瑕疵移除：移除皮肤瑕疵和照片伪影
  • 电线/线条移除：清理电线、电缆等线条
  • Logo移除：移除图像中的品牌标识和Logo
  • 阴影移除：消除不需要的阴影
  • 背景清理：移除分散注意力的背景元素

Quick Start

快速开始

bash
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Remove the person standing on the left side of this photo",
    "image_urls": ["https://example.com/beach-photo.jpg"],
    "mode": "max"
  }'
bash
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Remove the person standing on the left side of this photo",
    "image_urls": ["https://example.com/beach-photo.jpg"],
    "mode": "max"
  }'

Use Case Examples

用例示例

1. Remove Person from Photo

1. 移除照片中的人物

Remove an unwanted person from a group photo or scenic shot.
bash
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Remove the person in the red shirt from this beach photo. Fill the area naturally with the ocean and sand background.",
    "image_urls": ["https://example.com/beach-group.jpg"],
    "mode": "max"
  }'
从合影或风景照中移除不需要的人物。
bash
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Remove the person in the red shirt from this beach photo. Fill the area naturally with the ocean and sand background.",
    "image_urls": ["https://example.com/beach-group.jpg"],
    "mode": "max"
  }'

2. Remove Unwanted Object

2. 移除不需要的物体

Clean up photos by removing distracting objects.
bash
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Remove the trash can and bench from the right side of this park landscape photo. Make it look like a clean natural scene.",
    "image_urls": ["https://example.com/park-landscape.jpg"],
    "mode": "max"
  }'
通过移除分散注意力的物体来清理照片。
bash
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Remove the trash can and bench from the right side of this park landscape photo. Make it look like a clean natural scene.",
    "image_urls": ["https://example.com/park-landscape.jpg"],
    "mode": "max"
  }'

3. Remove Text/Watermark

3. 移除文字/水印

Clean up images with unwanted text overlays or watermarks.
bash
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Remove the watermark from the bottom right corner of this image. Restore the original background seamlessly.",
    "image_urls": ["https://example.com/watermarked-image.jpg"],
    "mode": "max"
  }'
清理带有多余文字叠加层或水印的图像。
bash
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Remove the watermark from the bottom right corner of this image. Restore the original background seamlessly.",
    "image_urls": ["https://example.com/watermarked-image.jpg"],
    "mode": "max"
  }'

4. Remove Blemish/Imperfection

4. 移除瑕疵/缺陷

Clean up skin imperfections or photo artifacts.
bash
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Remove the skin blemishes and acne marks from this portrait photo. Keep the skin looking natural and maintain the original skin texture.",
    "image_urls": ["https://example.com/portrait.jpg"],
    "mode": "max"
  }'
清理皮肤瑕疵或照片伪影。
bash
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Remove the skin blemishes and acne marks from this portrait photo. Keep the skin looking natural and maintain the original skin texture.",
    "image_urls": ["https://example.com/portrait.jpg"],
    "mode": "max"
  }'

5. Remove Power Lines/Wires

5. 移除电线/线缆

Clean up landscape and architectural photos by removing distracting wires.
bash
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Remove all the power lines and electrical wires from this sunset cityscape photo. Make the sky look clean and unobstructed.",
    "image_urls": ["https://example.com/cityscape-wires.jpg"],
    "mode": "max"
  }'
通过移除分散注意力的线缆来清理风景和建筑照片。
bash
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Remove all the power lines and electrical wires from this sunset cityscape photo. Make the sky look clean and unobstructed.",
    "image_urls": ["https://example.com/cityscape-wires.jpg"],
    "mode": "max"
  }'

6. Remove Tourists from Landmark Photo

6. 移除地标照片中的游客

Get that perfect empty landmark shot by removing crowds.
bash
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Remove all the tourists and people from this Eiffel Tower photo. I want it to look like an empty plaza with just the monument.",
    "image_urls": ["https://example.com/eiffel-tower-crowded.jpg"],
    "mode": "max"
  }'
移除人群，获得完美的空地标照片。
bash
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Remove all the tourists and people from this Eiffel Tower photo. I want it to look like an empty plaza with just the monument.",
    "image_urls": ["https://example.com/eiffel-tower-crowded.jpg"],
    "mode": "max"
  }'

7. Remove Ex from Photo

7. 移除照片中的前任

Salvage memories by removing someone from personal photos.
bash
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Remove the person on the right side of this vacation photo. Fill in with the background scenery naturally so it looks like a solo travel photo.",
    "image_urls": ["https://example.com/vacation-couple.jpg"],
    "mode": "max"
  }'
从个人照片中移除某人，挽救珍贵回忆。
bash
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Remove the person on the right side of this vacation photo. Fill in with the background scenery naturally so it looks like a solo travel photo.",
    "image_urls": ["https://example.com/vacation-couple.jpg"],
    "mode": "max"
  }'

8. Remove Logo/Branding

8. 移除Logo/品牌标识

Clean up product photos or images with unwanted branding.
bash
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Remove the brand logo from the t-shirt in this photo. Replace it with plain fabric that matches the shirt color and texture.",
    "image_urls": ["https://example.com/branded-shirt.jpg"],
    "mode": "max"
  }'
清理带有多余品牌标识的产品照片或图像。
bash
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Remove the brand logo from the t-shirt in this photo. Replace it with plain fabric that matches the shirt color and texture.",
    "image_urls": ["https://example.com/branded-shirt.jpg"],
    "mode": "max"
  }'

9. Clean Up Product Photo

9. 清理产品照片

Remove distracting elements from e-commerce product shots.
bash
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Clean up this product photo by removing the price tag, dust spots, and the reflection of the photographer in the surface. Make it look professional and ready for e-commerce.",
    "image_urls": ["https://example.com/product-raw.jpg"],
    "mode": "max"
  }'
移除电商产品照片中分散注意力的元素。
bash
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Clean up this product photo by removing the price tag, dust spots, and the reflection of the photographer in the surface. Make it look professional and ready for e-commerce.",
    "image_urls": ["https://example.com/product-raw.jpg"],
    "mode": "max"
  }'

10. Remove Shadow

10. 移除阴影

Eliminate unwanted shadows from photos.
bash
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Remove the harsh shadow cast by the photographer on the ground in this outdoor portrait. Make the lighting look natural and even.",
    "image_urls": ["https://example.com/portrait-shadow.jpg"],
    "mode": "max"
  }'
消除照片中不需要的阴影。
bash
curl -X POST https://sense.eachlabs.run/chat \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -H "Accept: text/event-stream" \
  -d '{
    "message": "Remove the harsh shadow cast by the photographer on the ground in this outdoor portrait. Make the lighting look natural and even.",
    "image_urls": ["https://example.com/portrait-shadow.jpg"],
    "mode": "max"
  }'

Multi-Turn Object Removal

多轮物体移除

Use 
session_id
for iterative removal and refinement:
bash
undefined
使用
session_id
进行迭代移除和优化：
bash
undefined

First removal

第一次移除

curl -X POST https://sense.eachlabs.run/chat
-H "Content-Type: application/json"
-H "X-API-Key: $EACHLABS_API_KEY"
-H "Accept: text/event-stream"
-d '{ "message": "Remove the car parked on the left side of this street photo", "image_urls": ["https://example.com/street-scene.jpg"], "session_id": "cleanup-project-001" }'
curl -X POST https://sense.eachlabs.run/chat
-H "Content-Type: application/json"
-H "X-API-Key: $EACHLABS_API_KEY"
-H "Accept: text/event-stream"
-d '{ "message": "Remove the car parked on the left side of this street photo", "image_urls": ["https://example.com/street-scene.jpg"], "session_id": "cleanup-project-001" }'

Second removal (same session)

第二次移除（同一会话）

curl -X POST https://sense.eachlabs.run/chat
-H "Content-Type: application/json"
-H "X-API-Key: $EACHLABS_API_KEY"
-H "Accept: text/event-stream"
-d '{ "message": "Now also remove the garbage bins near the building entrance", "session_id": "cleanup-project-001" }'
curl -X POST https://sense.eachlabs.run/chat
-H "Content-Type: application/json"
-H "X-API-Key: $EACHLABS_API_KEY"
-H "Accept: text/event-stream"
-d '{ "message": "Now also remove the garbage bins near the building entrance", "session_id": "cleanup-project-001" }'

Refinement (same session)

优化（同一会话）

curl -X POST https://sense.eachlabs.run/chat
-H "Content-Type: application/json"
-H "X-API-Key: $EACHLABS_API_KEY"
-H "Accept: text/event-stream"
-d '{ "message": "The area where the car was removed looks a bit blurry. Can you improve the texture to match the surrounding pavement better?", "session_id": "cleanup-project-001" }'
undefined
curl -X POST https://sense.eachlabs.run/chat
-H "Content-Type: application/json"
-H "X-API-Key: $EACHLABS_API_KEY"
-H "Accept: text/event-stream"
-d '{ "message": "The area where the car was removed looks a bit blurry. Can you improve the texture to match the surrounding pavement better?", "session_id": "cleanup-project-001" }'
undefined

Prompt Tips for Object Removal

物体移除提示词技巧

When requesting object removal, include these details in your prompt:
  1. What to remove: Be specific about the object(s) to remove
  2. Location: Describe where the object is in the image (left, right, center, background)
  3. Fill guidance: Describe what should replace the removed area
  4. Context preservation: Mention if certain elements should be kept intact
请求物体移除时，请在提示词中包含以下细节：
  1. 移除对象：明确说明要移除的物体
  2. 位置：描述物体在图像中的位置（左侧、右侧、中心、背景）
  3. 填充指引：说明移除区域应该用什么内容替代
  4. 上下文保留：提及哪些元素需要保持完整

Example Prompt Structure

提示词结构示例

"Remove [object description] from [location in image].
Fill the area with [expected background/content].
Keep [elements to preserve] intact."
"移除[物体描述]，位于[图像中的位置]。
用[预期背景/内容]填充该区域。
保持[需要保留的元素]完整。"

Good Prompt Examples

优秀提示词示例

  • "Remove the person in the blue jacket standing near the fountain on the left side"
  • "Remove all text and watermarks from the image, restore the original background"
  • "Remove the car and fill with matching grass and pathway"
  • "移除左侧喷泉附近穿蓝色夹克的人"
  • "移除图像中所有文字和水印，还原原始背景"
  • "移除汽车，用匹配的草地和路径填充"

Prompts to Avoid

应避免的提示词

  • "Clean up this photo" (too vague)
  • "Remove stuff" (not specific)
  • "Make it better" (unclear objective)
  • "清理这张照片"（过于模糊）
  • "移除东西"（不够具体）
  • "让它更好看"（目标不明确）

Mode Selection

模式选择

ModeBest ForSpeedQuality
max
Final deliverables, complex removals, professional workSlowerHighest
eco
Quick previews, simple removals, bulk processingFasterGood
Recommendation: Use 
max
mode for complex removals (people, large objects) and 
eco
for simple cleanups (small blemishes, dust spots).
模式适用场景速度画质
max
最终交付成果、复杂移除操作、专业工作较慢最高
eco
快速预览、简单移除操作、批量处理较快良好
推荐：复杂移除操作（人物、大型物体）使用
max
模式，简单清理（小瑕疵、灰尘斑点）使用
eco
模式。

Best Practices

最佳实践

For Best Results

获得最佳效果的建议

  • High-resolution source: Use the highest quality source image available
  • Clear descriptions: Be specific about what to remove and where it is
  • Simple backgrounds: Objects in front of simple, repetitive backgrounds are easier to remove cleanly
  • Multiple passes: For complex scenes, use multi-turn removal to address one element at a time
  • 高分辨率源图：使用可用的最高质量源图像
  • 清晰描述：明确说明要移除的对象及其位置
  • 简单背景：位于简单、重复背景前的物体更容易被干净移除
  • 多轮操作：对于复杂场景，使用多轮移除功能逐个处理元素

Challenging Scenarios

具有挑战性的场景

  • Complex backgrounds: Objects in front of detailed, unique backgrounds may require manual refinement
  • Large objects: Removing very large objects (more than 30% of image) may produce less realistic results
  • Reflections: Objects with reflections may need separate removal requests for the object and its reflection
  • Shadows: Remember to request shadow removal if the object casts a visible shadow
  • 复杂背景：位于细节丰富、独特背景前的物体可能需要手动优化
  • 大型物体：移除占图像30%以上的大型物体可能导致结果不够真实
  • 反光：带有反光的物体可能需要分别移除物体本身及其反光
  • 阴影：如果物体投射了可见阴影，记得同时请求移除阴影

Error Handling

错误处理

ErrorCauseSolution
Failed to create prediction: HTTP 422
Insufficient balanceTop up at eachlabs.ai
Content policy violationProhibited contentReview content guidelines
TimeoutComplex generationSet client timeout to minimum 10 minutes
Poor removal qualityVague promptBe more specific about location and fill content
错误原因解决方法
Failed to create prediction: HTTP 422
余额不足在eachlabs.ai进行充值
内容政策违规包含违禁内容查看内容指南
超时生成过程复杂将客户端超时设置为至少10分钟
移除效果差提示词模糊更具体地说明位置和填充内容

Client Timeout Configuration

客户端超时配置

Object removal operations can take time, especially for complex scenes. Configure your HTTP client with a minimum 10 minute timeout to avoid premature disconnections.
bash
undefined
物体移除操作可能需要一定时间，尤其是复杂场景。请将HTTP客户端配置为至少10分钟超时，以避免提前断开连接。
bash
undefined

Example with extended timeout

超时设置示例

curl --max-time 600 -X POST https://sense.eachlabs.run/chat
-H "Content-Type: application/json"
-H "X-API-Key: $EACHLABS_API_KEY"
-H "Accept: text/event-stream"
-d '{ "message": "Remove all people from this crowded plaza photo", "image_urls": ["https://example.com/crowded-plaza.jpg"], "mode": "max" }'
undefined
curl --max-time 600 -X POST https://sense.eachlabs.run/chat
-H "Content-Type: application/json"
-H "X-API-Key: $EACHLABS_API_KEY"
-H "Accept: text/event-stream"
-d '{ "message": "Remove all people from this crowded plaza photo", "image_urls": ["https://example.com/crowded-plaza.jpg"], "mode": "max" }'
undefined

Related Skills

相关功能

  • each-sense
    - Core API documentation
  • image-edit
    - General image editing capabilities
  • background-removal
    - Remove and replace backgrounds
  • each-sense
    - 核心API文档
  • image-edit
    - 通用图像编辑功能
  • background-removal
    - 移除并替换背景