metadata
license: mit
pipeline_tag: image-to-image
library_name: pytorch
tags:
- Pix2Pix
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
Includes checkpoints from epoch: 70, 195, 200
Model Details
Model Description
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
| Number | Name | Model Type | Description | Link to Model File |
|---|---|---|---|---|
| 1 | pix2pix_gen_ckpt_70.pt | Generator | Pix2Pix generator with transpose convolution, 70 epochs. | pix2pix_gen_ckpt_70.pt |
| 2 | pix2pix_gen_ckpt_195.pt | Generator | Pix2Pix generator with transpose convolution, 195 epochs. | pix2pix_gen_ckpt_195.pt |
| 3 | pix2pix_gen_ckpt_200.pt | Generator | Pix2Pix generator with transpose convolution, 200 epochs. | pix2pix_gen_ckpt_200.pt |
| 4 | pix2pix_disc_ckpt_70.pt | Discriminator | Pix2Pix discriminator from epoch 70, with transpose convolution generator. | pix2pix_disc_ckpt_70.pt |
| 5 | pix2pix_disc_ckpt_195.pt | Discriminator | Pix2Pix discriminator from epoch 195, with transpose convolution generator. | pix2pix_disc_ckpt_195.pt |
Model Sources
- Repository: GitHub Repo
- Paper: arxiv:1611.07004
- Official implementation: GitHub Repo
Uses
Converts SAR images to Optical (RGB) images