Skip to content

Style GANs implementation using Transfer Learning on VGG-19 architecture for videos.

Notifications You must be signed in to change notification settings

mehhdiii/Style-GANs

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

14 Commits
 
 
 
 
 
 
 
 

Repository files navigation

Style Transfer GANs

The repository impliments style transfer GAN architecture on videos using Transfer Learning on VGG-19 architecture.

How to run this notebook

To run the notebook, upload it to a kaggle envoirnment and add VGG-19 and dataset1, dataset2 in /input/ directory.

Demo video

Demo video can be found here.

Results

The following artistic image was applied on the video. A sample video frame is shown below:

Artistic Image

alt text

Resulting Style Transfer

alt text

Team Members

Syed Muhammad Ammar Alam & Mehdi Raza Khorasani

About

Style GANs implementation using Transfer Learning on VGG-19 architecture for videos.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published