yiranran/APDrawingGAN
A hierarchical GAN model that converts face photos into artistic portrait drawings, published at CVPR 2019.
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APDrawingGAN is a deep learning system that transforms ordinary face photographs into artistic portrait drawings using a hierarchical Generative Adversarial Network architecture. The model was trained on paired face photos and corresponding portrait drawings, learning to capture artistic line quality and stroke patterns. It achieves CVPR 2019 Oral distinction and includes preprocessing utilities and training/testing guidelines for reproduction.
Frequently asked
- What is yiranran/APDrawingGAN?
- A hierarchical GAN model that converts face photos into artistic portrait drawings, published at CVPR 2019.
- Is APDrawingGAN open source?
- Yes — yiranran/APDrawingGAN is open source, released under the Apache-2.0 license.
- What language is APDrawingGAN written in?
- yiranran/APDrawingGAN is primarily written in Python.
- How popular is APDrawingGAN?
- yiranran/APDrawingGAN has 811 stars on GitHub.
- Where can I find APDrawingGAN?
- yiranran/APDrawingGAN is on GitHub at https://github.com/yiranran/APDrawingGAN.