What is it?

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

How to use?

Using pip Prerequisites - cuda 10.1 and python 3.6

• Install all requirements with command pip install -r requirements.txt.
• Put one or more images of winter 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 win2summ -f Dockerfile . && docker run -it win2summ
• Run python src/run.py -- input Input --output Output .

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

Stats

CPU - 0.96 s GPU - 0.036 s

Tested on

• python 3.5
• ubuntu 16.04
• cuda 10.1