Stable Diffusion XL - Text Remover

Remove text and unwanted text elements from images using Stable Diffusion XL's advanced inpainting technology. Automatically detect and intelligently replace text with contextually appropriate background content, maintaining natural image flow and preserving image quality.

Endpoint

POSThttps://api.1min.ai/api/features

Request Headers

Field	Value
API-KEY	`<api-key>`
Content-Type	`application/json`

Parameters

Parameter	Type	Required	Description
`type`	string	Yes	Feature type identifier. Must be `TEXT_REMOVER`
`model`	string	Yes	AI model identifier. Must be `stable-diffusion-xl`
`promptObject`	object	Yes	Configuration object containing all text removal parameters

Prompt Object Parameters

Parameter	Type	Required	Description	Default
`imageUrl`	string	Yes	Path to the image for text removal	-
`output_format`	string	No	Output format for the processed image	`png`
`quality`	number	No	Output quality (1-100) for JPEG format	`95`

Supported Output Formats

Format	Description	Best For
`png`	High quality lossless format	Professional use, detailed images, archival
`jpeg`	Compressed format with adjustable quality	Web optimization, social media, smaller files
`webp`	Modern format with better compression	Web applications, modern browsers

Code Examples

cURL
JavaScript
Python

curl --location 'https://api.1min.ai/api/features' \
--header 'API-KEY: <api-key>' \
--header 'Content-Type: application/json' \
--data '{
"type": "TEXT_REMOVER",
"model": "clipdrop",
"promptObject": {
  "imageUrl": "development/images/2025_02_16_14_38_13_247_text-image.jpg",
  "output_format": "png",
  "quality": 95
}
}'

fetch('https://api.1min.ai/api/features', {
method: 'POST',
headers: {
  'Content-Type': 'application/json',
  'API-KEY': 'YOUR_API_KEY'
},
body: JSON.stringify({
  type: 'TEXT_REMOVER',
  model: 'clipdrop',
  promptObject: {
    imageUrl: 'development/images/2025_02_16_14_38_13_247_text-image.jpg',
    output_format: 'png',
    quality: 95
  }
})
})

import requests

url = "https://api.1min.ai/api/features"
headers = {
"Content-Type": "application/json",
"API-KEY": "YOUR_API_KEY"
}

data = {
"type": "TEXT_REMOVER",
"model": "clipdrop",
"promptObject": {
  "imageUrl": "development/images/2025_02_16_14_38_13_247_text-image.jpg",
  "output_format": "png",
  "quality": 95
}
}

response = requests.post(url, headers=headers, json=data)

Interactive Playground

API Playground

https://api.1min.ai/api/features

AI Model *

Image URL *

Path to the image file for text removal

Output Format

Format of the output image with text removed

Quality (JPEG only)

Output quality for JPEG format (1-100)

Generated cURL Command:

curl -X POST "https://api.1min.ai/api/features" \
  -H "API-KEY: <your-api-key>" \
  -H "Content-Type: application/json" \
  -d '{
  "type": "TEXT_REMOVER",
  "model": "clipdrop",
  "promptObject": {
    "imageUrl": "development/images/2025_02_16_14_38_13_247_text-image.jpg",
    "output_format": "png",
    "quality": 95
  }
}'

Response Format

{
"aiRecord": {
  "uuid": "t1x2r3m4-v5e6-7890-abcd-ef1234567890",
  "userId": "user-12345",
  "teamId": "team-67890",
  "teamUser": {
    "teamId": "team-67890",
    "userId": "user-12345",
    "userName": "John Doe",
    "userAvatar": "https://example.com/avatar.jpg",
    "status": "ACTIVE",
    "role": "ADMIN",
    "creditLimit": 100000000,
    "usedCredit": 25000,
    "createdAt": "2025-01-01T00:00:00.000Z",
    "createdBy": "SYSTEM",
    "updatedAt": "2025-01-15T14:30:00.000Z",
    "updatedBy": "SYSTEM"
  },
  "model": "clipdrop",
  "type": "TEXT_REMOVER",
  "metadata": null,
  "rating": null,
  "feedback": null,
  "conversationId": null,
  "status": "SUCCESS",
  "createdAt": "2025-01-15T14:30:00.000Z",
  "aiRecordDetail": {
    "promptObject": {
      "imageUrl": "development/images/2025_02_16_14_38_13_247_text-image.jpg",
      "output_format": "png",
      "quality": 95
    },
    "resultObject": [
      "development/images/2025_01_15_14_30_45_001_text_removed.png"
    ],
    "responseObject": {}
  },
  "additionalData": null,
  "temporaryUrl": "https://s3.us-east-1.amazonaws.com/asset.1min.ai/development/images/2025_01_15_14_30_45_001_text_removed.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=EXAMPLE_CREDENTIAL&X-Amz-Date=20250115T143000Z&X-Amz-Expires=604800&X-Amz-Signature=example_signature&X-Amz-SignedHeaders=host&x-amz-checksum-mode=ENABLED&x-id=GetObject"
}
}

Use Cases

Stock Photo Cleanup: Remove watermarks and unwanted text from stock images
Social Media Posts: Clean up screenshots and images for professional presentation
Meme Creation: Remove existing text to add custom captions
Brand Content: Clean product images from text overlays for consistent branding
Blog Graphics: Prepare images for articles by removing distracting text elements

E-commerce & Marketing

Product Photography: Remove price tags, labels, and promotional text from product images
Catalog Preparation: Clean product images for professional catalogs and listings
Advertising Materials: Remove competitor branding or unwanted text from reference images
Website Graphics: Prepare hero images and banners by removing text for custom overlays
Print Materials: Clean images for brochures, flyers, and marketing collateral

Photography & Image Restoration

Street Photography: Remove distracting signage and text from urban scenes
Travel Photography: Clean up tourist photos by removing signs and advertisements
Historical Image Restoration: Remove text artifacts from scanned or old photographs
Architecture Photography: Clean building photos by removing temporary signage
Event Photography: Remove unwanted text from event backdrops and decorations

Professional & Business Applications

Presentation Graphics: Clean images for professional presentations and reports
Corporate Materials: Remove text from reference images for custom branding
Educational Content: Prepare images for textbooks and learning materials
Legal Documentation: Clean evidence photos by removing identifying text
Real Estate: Remove "For Sale" signs and promotional text from property images

Creative & Artistic Projects

Digital Art: Prepare base images for artistic compositions and manipulations
Photo Manipulation: Clean source images for complex composite projects
Graphic Design: Remove text from images to create custom design elements
Content Licensing: Prepare images for licensing by removing branded text
Portfolio Work: Clean personal work by removing client-specific text and branding

Tips for Best Results

Image Quality & Resolution: Use high-quality source images
- Higher resolution inputs provide better text detection and inpainting results
- Clear, well-lit images help the AI distinguish text from background
- Avoid heavily compressed or pixelated images
Text Characteristics: Consider text properties for optimal results
- High contrast text: Bold, well-defined text is easier to detect and remove
- Simple backgrounds: Text on uniform backgrounds produces cleaner results
- Avoid complex overlays: Text with shadows, outlines, or effects may be challenging
- Size matters: Both very small and very large text may require multiple passes
Background Context: Ensure sufficient background information
- Surrounding context: Adequate background around text helps with intelligent inpainting
- Pattern consistency: Repetitive patterns and textures fill better than complex scenes
- Avoid edge text: Text touching image borders may be more difficult to remove cleanly
Format & Quality Settings: Choose appropriate output settings
- PNG: Best for images requiring lossless quality and transparency
- JPEG: Use quality 90-95 for professional results, 80-85 for web optimization
- WebP: Modern format offering superior compression while maintaining quality
Multiple Processing: For complex text removal
- Staged approach: Remove different text elements in separate operations for complex images
- Quality assessment: Review results and reprocess if needed with adjusted parameters
- Combine techniques: Use with other AI tools for comprehensive image cleanup
Content Considerations: Optimize for different content types
- Photographs: Natural scenes with organic backgrounds work best
- Graphics: Simple geometric backgrounds provide predictable results
- Screenshots: UI elements may require manual refinement after AI processing
- Artistic images: Complex artistic backgrounds may produce creative but unexpected results

Notes

Stable Diffusion XL Text Remover uses advanced inpainting algorithms specifically optimized for text detection and contextual replacement
Results quality depends on image complexity, text characteristics, and background patterns
The model excels at removing text from photographs with natural backgrounds and consistent patterns
Processing times vary based on image resolution, text complexity, and amount of text to remove
For best results, ensure text has clear contrast with background and sufficient surrounding context
Multiple processing passes may be needed for images with extensive or complex text overlays
The AI model is trained to preserve image quality while seamlessly filling text areas with appropriate content

Endpoint​

Request Headers​

Parameters​

Prompt Object Parameters​

Supported Output Formats​

Code Examples​

Interactive Playground​

API Playground

Generated cURL Command:

Response Format​

Use Cases​

Content Creation & Social Media​

E-commerce & Marketing​

Photography & Image Restoration​

Professional & Business Applications​

Creative & Artistic Projects​

Tips for Best Results​

Notes​