# Send Depth Map Generation to your agent
Use the source page and any available docs to guide the install because the item currently does not return a direct package file.
## Fast path
- Open the source page via Open source listing.
- If you can obtain the package, extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the source page and extracted files.
## Suggested prompts
### New install

```text
I tried to install a skill package from Yavira, but the item currently does not return a direct package file. Inspect the source page and any extracted docs, then tell me what you can confirm and any manual steps still required.
```
### Upgrade existing

```text
I tried to upgrade a skill package from Yavira, but the item currently does not return a direct package file. Compare the source page and any extracted docs with my current installation, then summarize what changed and what manual follow-up I still need.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "depth-map-generation",
    "name": "Depth Map Generation",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/eftalyurtseven/depth-map-generation",
    "canonicalUrl": "https://clawhub.ai/eftalyurtseven/depth-map-generation",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/depth-map-generation",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=depth-map-generation",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md",
      "references/SSE-EVENTS.md"
    ],
    "downloadMode": "manual_only",
    "sourceHealth": {
      "source": "tencent",
      "slug": "depth-map-generation",
      "status": "source_issue",
      "reason": "not_found",
      "recommendedAction": "review_source",
      "checkedAt": "2026-05-01T02:39:02.321Z",
      "expiresAt": "2026-05-02T02:39:02.321Z",
      "httpStatus": 404,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=depth-map-generation",
      "contentType": "text/plain",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=depth-map-generation",
        "contentDisposition": null,
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "depth-map-generation"
      },
      "scope": "item",
      "summary": "Known item issue.",
      "detail": "This item's current download entry is known to bounce back to a listing or homepage instead of returning a package file.",
      "primaryActionLabel": "Open source listing",
      "primaryActionHref": "https://clawhub.ai/eftalyurtseven/depth-map-generation"
    },
    "validation": {
      "installChecklist": [
        "Open the source listing and confirm there is a real package or setup artifact available.",
        "Review SKILL.md before asking your agent to continue.",
        "Treat this source as manual setup until the upstream download flow is fixed."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/depth-map-generation",
    "downloadUrl": "https://openagent3.xyz/downloads/depth-map-generation",
    "agentUrl": "https://openagent3.xyz/skills/depth-map-generation/agent",
    "manifestUrl": "https://openagent3.xyz/skills/depth-map-generation/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/depth-map-generation/agent.md"
  }
}
```
## Documentation

### Depth Map Generation

Generate accurate depth maps from any image using each::sense. This skill extracts depth information from 2D images for 3D effects, parallax animations, VR/AR applications, computational photography, and more.

### Features

Monocular Depth Estimation: Extract depth from single images
Portrait Depth Maps: Precise depth for portrait photography effects
Landscape Depth: Scene depth for panoramic and landscape images
Product Depth: 3D-ready depth maps for e-commerce
Architectural Depth: Building and interior depth analysis
3D Parallax Effects: Depth data for Ken Burns-style animations
VR/AR Depth: Real-time depth estimation for immersive experiences
Stereo Image Generation: Convert 2D to stereoscopic 3D
Focus Stacking: Depth-based focus plane selection
Background Blur: Depth-aware bokeh and blur effects

### Quick Start

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": "Generate a depth map from this photo",
    "image_urls": ["https://example.com/photo.jpg"],
    "mode": "max"
  }'

### Depth Map Output Formats

FormatDescriptionUse CaseGrayscale8-bit depth (white=near, black=far)General purpose, visualizationInverse Grayscale8-bit depth (black=near, white=far)Some 3D software compatibilityNormalized0-1 range depth valuesMachine learning pipelinesMetricReal-world distance estimationAR/VR, robotics

### 1. Generate Depth Map from Photo

Basic depth extraction from any image.

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": "Generate a depth map from this image. Output as grayscale where white represents closer objects and black represents distant objects.",
    "image_urls": ["https://example.com/scene.jpg"],
    "mode": "max"
  }'

### 2. Portrait Depth Map

Extract precise depth from portrait photos for bokeh effects and 3D portraits.

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": "Create a high-precision depth map from this portrait photo. Focus on accurate edge detection around the subject, especially hair and facial features. I need this for applying realistic depth-of-field effects.",
    "image_urls": ["https://example.com/portrait.jpg"],
    "mode": "max"
  }'

### 3. Landscape Depth Map

Generate depth from landscape and outdoor scenes with extended depth range.

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": "Generate a depth map from this landscape photo. The scene has foreground elements, mid-ground terrain, and distant mountains. Capture the full depth range from near to far with good separation between depth layers.",
    "image_urls": ["https://example.com/landscape.jpg"],
    "mode": "max"
  }'

### 4. Product Depth for 3D Effect

Create depth maps for product images to enable 3D viewing experiences.

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": "Extract a depth map from this product photo. I need accurate depth information to create a 3D interactive view for an e-commerce website. Focus on capturing the product shape and surface details.",
    "image_urls": ["https://example.com/product-sneaker.jpg"],
    "mode": "max"
  }'

### 5. Architectural Depth Map

Generate depth from architectural and interior photos for visualization.

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": "Create a depth map from this interior architecture photo. Capture the spatial relationships between walls, furniture, and architectural elements. I need this for a virtual tour with depth-based transitions.",
    "image_urls": ["https://example.com/interior.jpg"],
    "mode": "max"
  }'

### 6. 3D Parallax Effect Creation

Generate depth maps optimized for creating parallax animations and Ken Burns effects.

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": "Generate a depth map from this photo that I will use for a 3D parallax animation. I need clear depth separation between foreground, midground, and background elements. The depth should be smooth with distinct layers for a compelling parallax effect.",
    "image_urls": ["https://example.com/scene-for-parallax.jpg"],
    "mode": "max"
  }'

### 7. VR/AR Depth Estimation

Create depth maps suitable for virtual and augmented reality applications.

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": "Generate a depth map from this room photo for AR/VR use. I need metric depth estimation that accurately represents real-world distances. This will be used for placing virtual objects in an augmented reality application.",
    "image_urls": ["https://example.com/room.jpg"],
    "mode": "max"
  }'

### 8. Stereo Image Generation

Convert 2D images to stereoscopic 3D using depth estimation.

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": "Generate a depth map from this photo and use it to create a stereoscopic 3D image pair (left and right eye views). The stereo effect should be subtle enough for comfortable viewing but noticeable enough to create depth perception.",
    "image_urls": ["https://example.com/photo-for-stereo.jpg"],
    "mode": "max"
  }'

### 9. Focus Stacking Depth

Generate depth maps for computational focus stacking and all-in-focus composites.

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": "Create a depth map from this macro/close-up photo. I need precise depth information to identify focus planes for computational focus stacking. Each depth layer should be clearly defined so I can select which areas should be in focus.",
    "image_urls": ["https://example.com/macro-photo.jpg"],
    "mode": "max"
  }'

### 10. Depth-Aware Background Blur

Generate depth for applying realistic bokeh and background blur effects.

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": "Generate a depth map from this photo for applying depth-aware background blur. The subject in the foreground should be clearly separated from the background. I need accurate edge detection so the blur transition looks natural, similar to a portrait mode effect.",
    "image_urls": ["https://example.com/photo-for-blur.jpg"],
    "mode": "max"
  }'

### Multi-Turn Depth Processing

Use session_id to refine depth maps or process multiple related images:

# Initial depth estimation
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": "Generate a depth map from this photo",
    "image_urls": ["https://example.com/scene.jpg"],
    "session_id": "depth-project-001"
  }'

# Refine the depth map
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 depth map looks good but can you enhance the edge detection around the main subject? The boundaries are a bit fuzzy.",
    "session_id": "depth-project-001"
  }'

# Apply the depth map for an effect
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 use this depth map to create a 3D parallax video animation with subtle camera movement",
    "session_id": "depth-project-001"
  }'

### Batch Depth Processing

Process multiple images for consistent depth estimation:

# Process first image
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": "Generate a depth map from this product photo. I will be sending more product images that need consistent depth estimation.",
    "image_urls": ["https://example.com/product1.jpg"],
    "session_id": "product-depth-batch",
    "mode": "eco"
  }'

# Process second image with same settings
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": "Generate depth map for this product using the same approach as before",
    "image_urls": ["https://example.com/product2.jpg"],
    "session_id": "product-depth-batch",
    "mode": "eco"
  }'

### Mode Selection

ModeBest ForSpeedQualitymaxFinal production depth maps, VR/AR applications, professional compositingSlowerHighest precisionecoQuick previews, batch processing, prototypingFasterGood quality

Recommendation: Use max mode when depth accuracy is critical (VR/AR, 3D conversion, professional compositing). Use eco mode for rapid iteration and batch processing.

### Input Image Quality

Resolution: Higher resolution inputs produce more detailed depth maps
Lighting: Even lighting helps with accurate depth estimation
Contrast: Clear contrast between objects improves depth separation
Focus: Sharp images yield better edge detection in depth maps

### Depth Map Applications

Parallax Effects: Use 3-5 distinct depth layers for best results
Bokeh/Blur: Ensure clean subject edges for natural blur falloff
3D Conversion: Provide context about scene scale for metric depth
VR/AR: Request metric depth for real-world distance accuracy

### Prompt Tips

Specify output format: Grayscale, normalized, or metric depth
Describe the scene: Help the model understand spatial relationships
State your use case: Different applications benefit from different depth characteristics
Request edge quality: Specify if you need sharp or smooth depth transitions

### Error Handling

ErrorCauseSolutionFailed to create prediction: HTTP 422Insufficient balanceTop up at eachlabs.aiImage loading failedInvalid or inaccessible image URLVerify image URL is publicly accessibleTimeoutComplex or high-resolution imageSet client timeout to minimum 10 minutesLow quality depth outputPoor input image qualityUse higher resolution, better lit source image

### Technical Notes

Client Timeout: Set your HTTP client timeout to minimum 10 minutes for complex depth estimation
Image Formats: Supports JPEG, PNG, WebP input images
Output Format: Depth maps are typically output as grayscale PNG images
Depth Range: Relative depth (0-1) by default; metric depth available on request

### Related Skills

each-sense - Core API documentation
image-to-3d - Full 3D model generation from images
image-editing - Apply depth-based effects to images
video-generation - Create parallax videos from depth maps
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: eftalyurtseven
- Version: 1.0.0
## Source health
- Status: source_issue
- Known item issue.
- This item's current download entry is known to bounce back to a listing or homepage instead of returning a package file.
- Health scope: item
- Reason: not_found
- Checked at: 2026-05-01T02:39:02.321Z
- Expires at: 2026-05-02T02:39:02.321Z
- Recommended action: Open source listing
## Links
- [Detail page](https://openagent3.xyz/skills/depth-map-generation)
- [Send to Agent page](https://openagent3.xyz/skills/depth-map-generation/agent)
- [JSON manifest](https://openagent3.xyz/skills/depth-map-generation/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/depth-map-generation/agent.md)
- [Download page](https://openagent3.xyz/downloads/depth-map-generation)