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README.md

One-Off Coder Logo

Purpose

This project is an executable container for Neural Style Transfer. At a high level, you supply content and style images as inputs, and the application will mix the style and content to produce a new image that is as faithful as possible to the style in the style image and the content in the content image.

Content Image

Content Image

Style Image

Style Image

Output Image

Output Image

Docker Hub

Image

Usage

To use the container, type in the following. Note that the -s flag specifies the style image and -c specifies the content image. By default, an image/output.jpg file be created. To control the output image, specify -o (e.g. -o image/final.jpg).

docker run -it \
    -v `pwd`/image:/app/image \
    --gpus=all \
    --shm-size=5g \
    oneoffcoder/dl-transfer -s image/picasso-01.jpg -c image/dancing.jpg

Citation

@misc{oneoffcoder_dl_transfer_2019, 
title={An executable docker container with Neural Style Transfer}, 
url={https://github.com/oneoffcoder/docker-containers/tree/master/dl-transfer}, 
journal={GitHub},
author={One-Off Coder}, 
year={2020}, 
month={Jan}}