Skip to content

cyberutkarsh/cs230_surveillance_res_gan

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

19 Commits

.vscode

.vscode

 
 

IQA-optimization

IQA-optimization

 
 

baseline_cnn_vids_upscale

baseline_cnn_vids_upscale

 
 

esrgan

esrgan

 
 

iSeeBetter

iSeeBetter

 
 

.DS_Store

.DS_Store

 
 

.gitignore

.gitignore

 
 

README.md

README.md

 
 

Repository files navigation

Up-sampling low resolution surveillance feeds usingGANs

CS230 Project to Upscale Surveillance Videos using GANs

This repo consists of 3 implementations of Video Upscaling

  • Baseline Approach: Sub-pixel CNN Based Video Up-sampling
  • Proposed Approach 1: Enhanced SRGAN Based Video Up-sampling
  • Proposed Approach 2: Recurrent Back-Projection Networks (RBPN) + SRGAN Based Video Up-sampling

Implementations

  • Sub-pixel CNN Based Video Up-sampling (Baseline Version) is fully implemented at
    subpixel_cnn_upscale
  • Enhanced SRGAN Based Video Up-sampling is fully implemented at
    esrgan_upscale
  • Recurrent Back-Projection Networks (RBPN) + SRGAN Based Video Up-sampling (Baseline Version) is fully implemented at
    rbpn_srgan_upscale

README file exists in each imaplementation directory to walk through installation and train and score process.

About

CS230 Project to Upscale Surveillance Videos

Resources

Readme
Activity

Stars

0 stars

Watchers

2 watching

Forks

1 fork
Report repository

Releases

No releases published

Packages

No packages published

Contributors 2

  •  
  •  

Languages