Deep Textures

Unofficial Reimplementation of "Texture Synthesis Using Convolutional Neural Networks" in PyTorch (Gatys et al. [1])

Dependencies

python=3.8.5 pytorch=1.7.1 torchvision=0.8.2 pillow=8.1.0

Notes

This implementation uses pretrained vgg19 model from the torchvision model zoo, thus model weights are not scaled as described in the original paper.

References

1. Gatys, L. A., Ecker, A. S., & Bethge, M. (2015). Texture synthesis using convolutional neural networks. arXiv preprint arXiv:1505.07376
2. Official Caffe implementation

Disclaimer

This software is published for academic and non-commercial use only.