
Style Transfer

Style Transfer
Project Description
Apply artistic style to content image/ photography using Convolutional Neural Network
Group Members
Xueqing Wang,
Jaeyoung Cho
Timeline
Jan - May 2022
Report
Why
The reason why we want to use this artistic style transfer algorithm is to lower the barrier for people to appreciate artworks, especially paintings. Due to pandemic, people have not been able to go to museum and see art pieces that can enhance people’s mental health and also broaden their artistic sense. Therefore, by using Neural Style Transfer (NST) algorithm, we thought we could allow people to enjoy several unprecedented types of art works in their daily lives with just few steps.
Results:
Different Composition

Different Weight Ratio


Content weight/Style weight ratio = 1000000/1
Content weight/Style weight ratio = 1/1000000
Mixed Style



