Pix2pix facades
Result
| metric | value |
|---|---|
| val PSNR | 12.697 |
The finding
Notes
- 200 epochs on 400 training pairs - the published schedule of 100 constant plus 100 linear decay. - Samples show the semantic label map, the generated photograph and the ground truth at epochs 5 through 200. - pix2pix-facades-l1 is the matched control: identical architecture, data, batch, rate and schedule, with the adversarial term switched off. It scores 13.613 PSNR / 0.4369 SSIM against this run's 12.697 / 0.3928.
Figures
Elsewhere
Code and full results on GitHub
Every number is read from the file the run produced. github.com/hammasbuilds · kaggle.com/muhammadhammas13