Kexiii / DeepImageAnalogy

Pytorch implementation of Visual Attribute Transfer through Deep Image Analogy

DeepImageAnalogy

Pytorch implementation of Visual Attribute Transfer through Deep Image Analogy

Some Results

Usage

python main.py -g 0 --A_PATH XX --BP_PATH XXX

Requirements

• Pytorch 0.3+
• GPU

Performance

Nearly 30 minutes for one image pair in my test environment. The speed is mainly based on the number of maximum LBFGS iterations. The performance can be improved if we can use a GPU version PatchMatch algorithm

Acknowledgements

• This repo is mainly based on harveyslash/Deep-Image-Analogy-PyTorch and Ben-Louis/Deep-Image-Analogy-PyTorch. Thanks for their great work.
• The test images come from official repo msracver/Deep-Image-Analogy