Skip to content

NeuralVFX/lighting-swap-cyclegan

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

70 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Lighting-Swap-Cyclegan

This network is based on CycleGan(https://arxiv.org/pdf/1703.10593.pdf), with a couple small modifications to make it easy to swap lighting between sets of photos. This is the same network from my blog post: http://neuralvfx.com/lighting/lighting-swap-cyclegan/

My datasets were created by photographing the same site at two different times of day. The "Wat Mai Amataros" dataset can be downloaded here: http://neuralvfx.com/datasets/light_swap/wat_mai_amataros.rar

Code Usage

Usage instructions found here: user manual page.

Example Data Sets

Wat Mai Amataros

Sunny

Cloudy

Wat Choum Khong

Cloudy

Sunny

Example Results

Wat Mai Amataros

Cloudy to Sunny

(1: Real Cloudy Image — 2: Generated Sunny Image — 3: Real Sunny Image)

Sunny to Cloudy

(1: Real Sunny Image — 2: Generated Cloudy Image — 3: Real Cloudy Image)

Wat Choum Khong

Cloudy to Sunny

(1: Real Cloudy Image — 2: Generated Sunny Image — 3: Real Sunny Image)

Sunny to Cloudy

(1: Real Sunny Image — 2: Generated Cloudy Image — 3: Real Cloudy Image)

Video Examples

Wat Mai Amataros

Cloudy to Sunny

Sunny to Cloudy

Wat Choum Khong

Cloudy to Sunny

Sunny to Cloudy

About

Cycle Gan modified to swap lighting between sets of photographs

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published