What is it?

Automatically converts Summer images to winter images with the generative AI.

Usage:

Using pip Prerequisites - cuda 10.1 and python 3.6

• Install all requirements with command pip install -r requirements.txt.
• Put one or more summer images in 'Input' folder. (Initially sample images are provided for testing purpose).
• Run python src/run.py -- input Input --output Output .

Using docker Prerequisites - Docker > 19.03

• Build docker image and run docker container - docker build -t summ2win -f Dockerfile . && docker run -it summ2win
• Run python src/run.py -- input Input --output Output .

Voila ! Summer images have been converted to Winter images and have been stored in 'Output' directory.

Stats:

CPU - 0.96 GPU - 0.036

Tested on

• python 3.5
• ubuntu 16.04
• cuda 10.1