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Image to Drawing

Work in Progress — This is a personal research project and is actively being developed.

  1. Setup Repo and Venv

  2. Install PyTorch:
    (For CUDA)pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu128
    (For CPU)pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cpu

  3. Install dependencies:
    pip install -r requirements.txt

Convert an Image

`python main --...`

Overview

This project take in an image it then uses a Flow Extented Difference of Gaussians filter on that image. After this it goes throught and traces the outline.

Architecture

  • Flow Extented Difference of Gaussians
  • Sign Distance Function