top of page
Wheat Field with Cypresses

Style Transfer

Overview
6fxj9v.gif

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

Research

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

composition.png

Different Weight Ratio

1100steps.png
1000steps.png

 Content weight/Style weight ratio = 1000000/1       

 Content weight/Style weight ratio = 1/1000000     

Mixed Style

23614669-5390-4774-96FD-6520856C29D2.jpeg
1E67FD94-0704-423B-B60A-D892DBACFFE2_1_105_c.jpeg
Mix2.jpg
Mix3.jpg
bottom of page