A python implementation of Deep-Image-Analogy based on pytorch.

Last update: Dec 14, 2022

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Overview

Deep-Image-Analogy

This project is a python implementation of Deep Image Analogy.https://arxiv.org/abs/1705.01088.

Some results

Requirements

python 3
opencv3

If you use anaconda, you can install opencv3 by conda install opencv
pytorch

See pytorch for installation

Codes in branch "master" works with pytorch 0.4

Codes in branch "pytorch0.3" works with pytorch 0.3
cuda (CPU version is not implemented yet)

Usage (demo)

python main.py --resize_ratio 0.5 --weight 2 --img_A_path data/demo/ava.png --img_BP_path data/demo/mona.png --use_cuda True

Acknowledgments

My project acknowledge the official code Deep-Image-Analogy, pytorch, and another pytorch implementation. Especially, thanks for the authors of this amazing algorithm.

Owner

Peng Lu

GitHub Repository

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