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yuulind/
pix2pix-sar2rgb

Name: pix2pix-sar2rgb
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Pix2Pix SAR To RGB

yuulind/pix2pix-sar2rgb

This is a Pix2Pix CGAN implementation for translating Synthetic Aperture Radar (SAR) images to Optical (RGB) images.
For more information on code, please check GitHub Repo
The demo: yuulind/sar2rgb
Includes checkpoints from epoch: 180, 265, 295
Example outputs
Example outputs

This is custom implementation of pix2pix architecture in PyTorch. The code can found in GitHub Repo

The official lua implementaion: GitHub Repo The official PyTorch implementation GitHub Repo

Model type: Image to Image Translation
BASELINE FID SCORE is between 30 and 40
Baseline score is calculated by randomly sampling two sets from real images and comparing the them.

Number	Name	Model Type	Description	Link to Model File
1	pix2pix_gen_180.pth	Generator	Pix2Pix generator with transpose convolution, 180 epochs. FID score is 185.04	pix2pix_gen_180.pth
2	pix2pix_gen_265.pth	Generator	Pix2Pix generator with transpose convolution, 265 epochs. FID score is 189.81	pix2pix_gen_265.pth
3	pix2pix_gen_295.pth	Generator	Pix2Pix generator with transpose convolution, 295 epochs. FID score is 187.73	pix2pix_gen_295.pth
4	pix2pix_disc_180.pth	Discriminator	Pix2Pix discriminator from epoch 180, with transpose convolution generator.	pix2pix_disc_180.pth
5	pix2pix_disc_265.pth	Discriminator	Pix2Pix discriminator from epoch 265, with transpose convolution generator.	pix2pix_disc_265.pth
6	pix2pix_disc_295.pth	Discriminator	Pix2Pix discriminator from epoch 295, with transpose convolution generator.	pix2pix_disc_295.pth

Loss Graphs

Converts SAR images to Optical (RGB) images