Caricature Style
Transform everyday photos into lively, whimsical caricature illustrations that highlight individual features with playful exaggeration.
API
If you're looking for an API, you can choose from your desired programming language.
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import requests
import base64
# Use this function to convert an image file from the filesystem to base64
def image_file_to_base64(image_path):
with open(image_path, 'rb') as f:
image_data = f.read()
return base64.b64encode(image_data).decode('utf-8')
# Use this function to fetch an image from a URL and convert it to base64
def image_url_to_base64(image_url):
response = requests.get(image_url)
image_data = response.content
return base64.b64encode(image_data).decode('utf-8')
# Use this function to convert a list of image URLs to base64
def image_urls_to_base64(image_urls):
return [image_url_to_base64(url) for url in image_urls]
api_key = "YOUR_API_KEY"
url = "https://api.segmind.com/v1/caricature-style"
# Request payload
data = {
"image": "https://segmind-resources.s3.amazonaws.com/output/39a9c58a-4f9d-49d8-9fe6-6189ffbc410b-guy.webp",
"size": "1024x1024",
"quality": "high",
"background": "opaque",
"output_compression": 100,
"output_format": "png"
}
headers = {'x-api-key': api_key}
response = requests.post(url, json=data, headers=headers)
print(response.content) # The response is the generated image
Attributes
Provide a high-resolution image URI. Use professional photos to highlight expressions.
Select image resolution. Use '1024x1024' for fast processing and detailed features.
Allowed values:
Set visual quality. 'High' is ideal for detailed caricatures.
Allowed values:
Decide background transparency. 'Opaque' works best for standalone images.
Allowed values:
Set image compression. '85' is advisable for decent quality with smaller file size.
Select image format. Use 'PNG' for lossless quality.
Allowed values:
To keep track of your credit usage, you can inspect the response headers of each API call. The x-remaining-credits property will indicate the number of remaining credits in your account. Ensure you monitor this value to avoid any disruptions in your API usage.
Resources to get you started
Everything you need to know to get the most out of Caricature Style
# Guide to Using Segmindâs Caricature Style AI Model
Transform your photos into vibrant, playful caricatures with Segmindâs Caricature Style AI. This guide walks you through best practices, parameter settings for common scenarios, and tips to maximize output quality.
## Getting Started
1. **Prepare Your Input Image**
⢠Use a high-resolution, well-lit photograph with clear facial expressions.
⢠Provide a publicly accessible URI in the `image` parameter.
2. **Basic Invocation**
```json
\{
"image": "https://example.com/highres-image.png"
\}
Parameter Settings for Common Use Cases
1. Live Events & Quick Turnaround
Ideal for festival booths, conferences, and fairs where speed is crucial.
\{
"image": "\<YOUR_IMAGE_URI\>",
"size": "auto", // Auto-scaling for variable dimensions
"quality": "low", // Faster processing
"background": "opaque",
"output_compression": 70, // Smaller file size for quick downloads
"output_format": "jpeg"
\}
2. Social Media & Online Content
Optimized for engaging thumbnails, profile pictures, and posts.
\{
"image": "\<YOUR_IMAGE_URI\>",
"size": "1536x1024", // Wider aspect ratio for banners
"quality": "medium", // Balanced quality and speed
"background": "transparent",
"output_compression": 85,
"output_format": "webp"
\}
3. Print & High-Resolution Campaigns
Best for posters, merchandise, and high-quality marketing collateral.
\{
"image": "\<YOUR_IMAGE_URI\>",
"size": "1024x1536", // Portrait orientation
"quality": "high", // Fine details for print
"background": "opaque",
"output_compression": 95, // Maximum fidelity
"output_format": "png"
\}
Tips for Best Results
- â˘Feature Exaggeration: Subtly adjust input expressionsâsmiles, raised eyebrowsâto guide the modelâs exaggeration.
- â˘Batch Processing: Use consistent parameter sets to process multiple images in bulk via SDK.
- â˘Post-Processing: Minor color grading or contrast tweaks in external editors can enhance the final caricature.
- â˘SDK Integration: Leverage Segmindâs SDKs for seamless workflow integration and automated pipelines.
Conclusion
By tailoring parameters to your specific use caseâwhether you need rapid event caricatures, social media art, or high-resolution printsâyouâll unlock the full creative potential of Segmindâs Caricature Style AI model. Experiment with different settings, review outputs, and iterate for consistently delightful results.
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