Video Background Removal

Remove and replace video backgrounds using each::sense. This skill enables transparent backgrounds, virtual environments, professional compositing, and creative background effects for any video content.

Features

Transparent Backgrounds: Remove backgrounds completely for compositing
Solid Color Replacement: Replace with any solid color (white, black, brand colors)
Image Backgrounds: Composite subjects onto static image backgrounds
Video Backgrounds: Place subjects into dynamic video backgrounds
Virtual Offices: Professional meeting backgrounds for remote work
Green Screen Effect: Achieve chroma key results without actual green screens
Background Blur: Privacy-preserving blur effects for video calls
Animated Backgrounds: Dynamic motion graphics behind subjects
Product Videos: Clean product footage with removed/replaced backgrounds
Talking Head Videos: Professional presenter backgrounds

Quick Start

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": "Remove the background from this video and make it transparent"}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "video_urls": ["https://example.com/my-video.mp4"]
  }'

Use Case Examples

1. Remove Video Background (Transparent)

Create a video with transparent background for compositing in video editors.

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": "Remove the background from this video completely. Output should have a transparent background so I can composite it in my video editor. Keep the subject cleanly isolated with smooth edges."}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "video_urls": ["https://example.com/presenter-video.mp4"]
  }'

2. Replace with Solid Color

Replace background with a clean solid color for professional content.

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": "Replace the background of this video with a solid white background. Keep the subject sharp and well-isolated. Clean edges, professional look suitable for corporate presentations."}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "video_urls": ["https://example.com/interview-clip.mp4"]
  }'

3. Replace with Image Background

Composite subject onto a static image background.

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": "Remove the background from this video and replace it with the provided image. Blend the subject naturally into the new scene with appropriate lighting and shadows."}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "video_urls": ["https://example.com/person-talking.mp4"],
    "image_urls": ["https://example.com/beach-sunset-background.jpg"]
  }'

4. Replace with Video Background

Create dynamic composites with moving video backgrounds.

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": "Remove the background from my video and replace it with the second video as the new background. Sync the timing and make the composite look natural."}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "video_urls": [
      "https://example.com/foreground-subject.mp4",
      "https://example.com/cityscape-background.mp4"
    ]
  }'

5. Virtual Office Background

Create professional virtual meeting backgrounds.

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": "Replace the background with a professional modern office environment. Clean minimalist design with bookshelves, plants, and soft natural lighting. Suitable for executive video calls and professional meetings."}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "video_urls": ["https://example.com/webcam-recording.mp4"]
  }'

6. Green Screen Replacement (Without Green Screen)

Achieve chroma key quality results from any video, no green screen needed.

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": "Extract the person from this video as if it was shot on a green screen. Clean matte extraction with no background spill. Output with transparent background or green screen color for post-production keying."}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "video_urls": ["https://example.com/filmed-at-home.mp4"]
  }'

7. Blur Background in Video

Apply privacy-preserving background blur for video calls and content.

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": "Apply a smooth gaussian blur to the background while keeping the person in focus. Moderate blur intensity - enough to hide details but keep sense of depth. Natural bokeh effect like a portrait mode camera."}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "video_urls": ["https://example.com/home-office-call.mp4"]
  }'

8. Replace with Animated Background

Add dynamic motion graphics or animated backgrounds.

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": "Remove the background and replace it with an animated gradient background. Smooth flowing colors transitioning between blue and purple. Subtle movement, not distracting. Professional motion graphics style."}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "video_urls": ["https://example.com/content-creator.mp4"]
  }'

9. Product Video Background Removal

Clean product footage for e-commerce and marketing.

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": "Remove the background from this product video. The product is a rotating sneaker on a turntable. Make the background pure white for e-commerce use. Maintain all product details, reflections, and shadows."}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "video_urls": ["https://example.com/product-360-spin.mp4"]
  }'

10. Talking Head Background Swap

Professional presenter and talking head video backgrounds.

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": "Replace the background in this talking head video with a professional studio setting. Dark backdrop with subtle colored accent lighting like a podcast studio or news desk. Keep the presenter well-lit and naturally composited."}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "video_urls": ["https://example.com/youtube-video.mp4"]
  }'

Multi-Turn Workflow Example

Use

session_id

to iterate on background replacements across multiple requests.

bash

# Initial background removal
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": "Remove the background from this video of me presenting"}],
    "model": "eachsense/beta",
    "stream": true,
    "session_id": "bg-removal-project-001",
    "video_urls": ["https://example.com/presentation.mp4"]
  }'

# Iterate with different background
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 replace it with a modern tech office background instead"}],
    "model": "eachsense/beta",
    "stream": true,
    "session_id": "bg-removal-project-001"
  }'

# Fine-tune the result
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 edges look a bit rough around my hair. Can you refine the matte for better edge quality?"}],
    "model": "eachsense/beta",
    "stream": true,
    "session_id": "bg-removal-project-001"
  }'

Mode Selection

Choose the appropriate mode based on your needs:

Mode	Best For	Speed	Quality
`max`	Final production videos, client deliverables	Slower	Highest quality, best edge detection
`eco`	Quick previews, concept testing, drafts	Faster	Good quality, suitable for review

Recommendation: Use

eco

mode for testing backgrounds and

max

mode for final renders.

Best Practices

For Clean Extractions

Lighting: Well-lit subjects extract better than low-light footage
Contrast: Higher contrast between subject and background helps
Movement: Slower movements produce cleaner mattes
Hair/Fine Details: Request "refined edges" for subjects with complex hair

For Natural Composites

Lighting Match: Request backgrounds that match your footage lighting
Color Grading: Ask for color matching between subject and background
Shadows: Request natural shadow placement for grounded composites
Depth of Field: Match background blur to your camera's depth of field

For Professional Results

Specify your use case (corporate, social media, broadcast)
Mention output requirements (resolution, format)
Request specific background styles that match your brand

Prompt Tips

When requesting background removal/replacement, include:

Source Description: What's in your video (person, product, etc.)
Background Goal: Transparent, solid color, specific scene, blur
Quality Requirements: Edge quality, shadow handling, reflections
Use Case: Where will this video be used
Style Matching: Lighting, color tone, atmosphere

Example Prompt Structure

"Remove/replace the background from this [subject type] video.
[New background description or transparent/solid color].
[Edge quality and compositing requirements].
For use in [context/platform]."

Error Handling

Error	Cause	Solution
`Failed to create prediction: HTTP 422`	Insufficient balance	Top up at eachlabs.ai
Timeout	Video processing takes time	Set client timeout to minimum 10 minutes
Poor edge quality	Complex hair/fine details	Request "refined edge detection" in prompt
Subject detection failed	Low contrast footage	Try with better lit footage or specify subject location

Timeout Configuration

Video background removal is computationally intensive. Configure your HTTP client with adequate timeout:

Minimum recommended timeout: 10 minutes (600 seconds)
For longer videos: Increase proportionally (1 minute timeout per 10 seconds of video)

bash

# Example with explicit timeout using curl
curl --max-time 600 -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": "Remove background from this video"}],
    "model": "eachsense/beta",
    "stream": true,
    "mode": "max",
    "video_urls": ["https://example.com/long-video.mp4"]
  }'

Related Skills

```
each-sense
```
- Core API documentation
```
product-video-generation
```
- E-commerce video creation
```
video-generation
```
- AI video generation
```
image-background-removal
```
- Static image background removal

video-background-removal

NPX Install

Tags

SKILL.md Content

Video Background Removal

Features

Quick Start

Use Case Examples

1. Remove Video Background (Transparent)

2. Replace with Solid Color

3. Replace with Image Background

4. Replace with Video Background

5. Virtual Office Background

6. Green Screen Replacement (Without Green Screen)

7. Blur Background in Video

8. Replace with Animated Background

9. Product Video Background Removal

10. Talking Head Background Swap

Multi-Turn Workflow Example

Mode Selection

Best Practices

For Clean Extractions

For Natural Composites

For Professional Results

Prompt Tips

Example Prompt Structure

Error Handling

Timeout Configuration

Related Skills