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Installation

  1. Clone this repository:
    git clone https://github.com/MasonAndrewHarrison/Face-Generator.git

  2. Change Directory:
    cd Face-Generator

  3. Create virtual environment:
    python -m venv venv

  4. Activate it:
    (Linux)source venv/bin/activate
    (Windows CMD)venv\Scripts\activate.bat
    (Windows Power Shell)venv\Scripts\Activate.ps1

  5. Install PyTorch:
    (For CUDA)pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu130
    (For CPU)pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cpu

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

  7. Download Dataset:
    python create_dataset.py

  8. Run:
    python main.py

Examples

img1 img2 img3 img4 img5 img6

About

The goal of this code is to use a WGAN-GP to generate images of peoples faces.

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