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AI-powered image to cartoon conversion using diffusion models

Project description

Cartoon Diffusion

AI-powered image to cartoon conversion using diffusion models.

Installation

pip install cartoon-diffusion

Usage

from cartoon_diffusion import CartoonifyDiffusionPipeline

# Load the pipeline
pipeline = CartoonifyDiffusionPipeline.from_pretrained("wizcodes12/image_to_cartoonify")

# Convert image to cartoon
cartoon = pipeline("path/to/selfie.jpg")
cartoon.save("cartoon_output.png")

# Or use with PIL Image
from PIL import Image
image = Image.open("selfie.jpg")
cartoon = pipeline(image)
cartoon.save("cartoon_output.png")

Requirements

  • Python 3.8+
  • PyTorch
  • CUDA (optional, for GPU acceleration)

Model

This package uses the pre-trained model from wizcodes12/image_to_cartoonify on Hugging Face.

License

MIT License

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