Cartoonify Cartoon Generator

cartoonify

Cartoon Generator converts photos into cartoon-style illustrations

L40S 45GB

Fast Inference

REST API

Try in Console API Docs Examples

Model Information

Response Time~11 sec

StatusActive

Version

0.0.1

Updated14 days ago

API Reference

View Full Documentation

Prerequisites

Create an API Key from the Eachlabs Console
Install the required dependencies for your chosen language (e.g., requests for Python)

API Integration Steps

1. Create a Prediction

Send a POST request to create a new prediction. This will return a prediction ID that you'll use to check the result. The request should include your model inputs and API key.

import requests
import time

API_KEY = "YOUR_API_KEY"  # Replace with your API key
HEADERS = {
    "X-API-Key": API_KEY,
    "Content-Type": "application/json"
}

def create_prediction():
    response = requests.post(
        "https://api.eachlabs.ai/v1/prediction/",
        headers=HEADERS,
        json={
            "model": "cartoonify",
            "version": "0.0.1",
            "input": {
  "seed": null,
  "image": "your_file.image/jpeg"
}
        }
    )
    prediction = response.json()
    
    if prediction["status"] != "success":
        raise Exception(f"Prediction failed: {prediction}")
    
    return prediction["predictionID"]

2. Get Prediction Result

Poll the prediction endpoint with the prediction ID until the result is ready. The API uses long-polling, so you'll need to repeatedly check until you receive a success status.

def get_prediction(prediction_id):
    while True:
        result = requests.get(
            f"https://api.eachlabs.ai/v1/prediction/{prediction_id}",
            headers=HEADERS
        ).json()
        
        if result["status"] == "success":
            return result
        elif result["status"] == "error":
            raise Exception(f"Prediction failed: {result}")
        
        time.sleep(1)  # Wait before polling again

3. Complete Example

Here's a complete example that puts it all together, including error handling and result processing. This shows how to create a prediction and wait for the result in a production environment.

try:
    # Create prediction
    prediction_id = create_prediction()
    print(f"Prediction created: {prediction_id}")
    
    # Get result
    result = get_prediction(prediction_id)
    print(f"Output URL: {result['output']}")
    print(f"Processing time: {result['metrics']['predict_time']}s")
except Exception as e:
    print(f"Error: {e}")

Additional Information

The API uses a two-step process: create prediction and poll for results
Response time: ~11 seconds
Rate limit: 60 requests/minute
Concurrent requests: 10 maximum
Use long-polling to check prediction status until completion

Overview

Cartoonify Cartoon Generator transforms real-world images into cartoon-style visuals, offering a creative way to produce stylized artwork. Whether you want to experiment with character designs, generate unique artistic outputs, or simply have fun, Cartoonify provides highly customizable options for users of all skill levels.

Technical Specifications

Cartoonify Cartoon Generator processes images using advanced neural networks designed for image-to-art transformations.

Outputs maintain the aspect ratio of the input image, preserving the original composition.

High consistency in generating cartoon-style textures, contours, and vibrant colors while keeping details recognizable.

Key Considerations

Input images with cluttered backgrounds or complex scenes may produce less focused results. Crop or simplify the image beforehand for a more precise cartoonization.

The seed value directly impacts the randomness of the output. A fixed seed will always generate the same output for a specific input image, while changing the seed provides variations.

Cartoonify Cartoon Generator is optimized for portrait-style or object-focused images. Landscape or large-scale scenes may require adjustments for better results.

Tips & Tricks

Image:
- Use clear and well-lit images for better cartoonization.
- High-resolution images (minimum 720p) ensure detailed outputs.
- Avoid images with excessive shadows or poor lighting.
Seed:
- Reproducibility: Use a fixed seed (e.g., 42) if you want consistent results for the same input.
- Exploration: Experiment with different values (e.g., random seeds like 12, 87, or 123) to discover unique cartoon styles.
- A range between 0 and 10,000 is recommended for variation without overwhelming randomness.

Capabilities

Cartoonify generates visually appealing cartoon-style artwork suitable for creative projects, digital designs, and social media content.

Works well with various input types, including portraits, objects, and some scenes, offering flexibility to users.

Produces vibrant, stylized outputs that are recognizable yet distinct from the original image.

What can I use for?

Digital Art: Turn personal photos or creative projects into stylized cartoon art with Cartoonify.

Content Creation with Cartoonify: Generate unique visuals for presentations, blogs, or social media.

Entertainment: Experiment with friends' portraits or images to create fun, cartoonized versions.

Things to be aware of

Convert a family photo into a cartoon-style postcard.

Create stylized versions of pets or favorite objects.

Use the same image with different seed values to explore the Cartoonify Cartoon Generator's artistic range.

Limitations

Cartoonify Cartoon Generator may struggle with overly dark, blurry, or highly complex images. Preprocessing your input, such as enhancing clarity or cropping unnecessary areas, can mitigate this issue.

Outputs are stylized and may lose fine details from the original image. The focus is on achieving a cartoon effect, not photorealistic accuracy.

Consistent style may vary slightly depending on the randomness introduced by the seed value.

Output Format:PNG