CycleGAN

CycleGAN_daytime_to_nighttime

style transform using cycleGAN

this is one of my graduate project we want to improve night time segmentation but night time segmentation is difficult due to samll dataset (image,segmentation mask) so we use cycleGAN, transfer daytime image to night time image to train night time image with daytime image's segmentation mask this cycleGAN code from this repo

converted image

we use cityscapes data and dark zurich data to train CycleGAN

so we can use nighttime segmentaton like model adaptation