Final Project

Will Stock, wstock@ucsd.edu

Abstract Proposal

For my final project, I continued my original proposal for my generated visual. I want to use images scraped from nike.com to generate images of Nike shoes, then create posters for a fictional Nike campaign in which new shoe designs are created by machine learning. I wanted these posters to emulate print Nike ads from the 1980s and 90s, which I find very visually appealing.

Project Report

report.pdf

Model/Data

nike 224_2.zip - Training dataset ImageGeneratorDCGAN-old - GAN for image generation

Code

• Jupyter notebooks: generative_code.ipynb

Results

Documentation of your results in an appropriate format, both links to files and a brief description of their contents:

poster_1-01.png - output poster 1 poster_1-02.png - output poster 2 poster_1-03.png - output poster 3

Technical Notes

Any implementation details or notes we need to repeat your work.

• Runs fine on datahub without any extra packages!

Reference

https://github.com/gsurma/image_generator