Semantic preserving image-to-image translation

Day to Night Style-transfer with Semantic Segmentation Assistant

Figure 1: Day-to-Night style transfer result comparison

1st row: SYNTHIA input images, 2nd row: cycle-GAN day-to-night output, 3rd row: Aug-GAN day-to-night output;
4th row: KITTI input images, 5th row: cycle-GAN day-to-night output, 6th row: Aug-GAN day-to-night output.

Video 1: Sequencial Comparison with cycle-GAN

Left: input sequence, Mid: cycle-GAN output, Right: AugGAN output

Prerequisite

• Python 3.6+
• scikit-image, tqdm