/webcam-CycleGAN

Image-to-Image Translation in PyTorch

Primary LanguagePythonOtherNOASSERTION

Stylized dancing with some fruits

Using CycleGAN to perform realtime style transfer on webcam feed

An implementation of CycleGAN (written and designed by Jun-Yan Zhu and Taesung Park) to apply Monet, Vangogh, Cezanne, and Ukiyo-e artistic styles to your webcam feed. I describe the intuition and architecture of CycleGAN, while also providing a tutorial of how to code in the webcam compatability on medium: https://santosb.medium.com/using-cyclegan-to-perform-style-transfer-on-a-webcam-244142effe7f

For more information on CycleGAN, and to see the wonderful work of the original creators: Project | Paper | Torch | Tensorflow Core Tutorial | PyTorch Colab