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Shape Filler

Generates random shapes including dots, lines, polygons, circles, and stars and trains a U-Net to fill them in. Uses Pillow for image generation and PyTorch for designing the U-Net architecture.

Try it Out

To get the code:

git pull https://github.com/Carson274/Shape-Filler.git

From there, you can either:

  1. Test the currently loaded model:
python3 test.py
  1. Train a new model:
python3 train.py

Tech Stack

  • PyTorch: Neural network modeling and training.
  • Pillow (PIL): Image generation and processing.
  • NumPy: Data manipulation and operations.
  • torchvision: Image transformations and utilities.
  • matplotlib: Plotting training loss graphs.

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