---
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](https://github.com/yuuIind/SAR2Optical)

Includes checkpoints from epoch: 70, 195, 200

## Model Details

### Model Description

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This is custom implementation of pix2pix architecture in PyTorch. The code can found in [GitHub Repo](https://github.com/yuuIind/SAR2Optical)

The official lua implementaion: [GitHub Repo](https://github.com/phillipi/pix2pix)
The official PyTorch implementation [GitHub Repo](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix)

- **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](https://huggingface.co/yuulind/pix2pix-sar2rgb/resolve/main/pix2pix_gen_ckpt_70.pt)     |
| 2      | pix2pix_gen_ckpt_195.pt | Generator     | Pix2Pix generator with transpose convolution, 195 epochs.                       | [pix2pix_gen_ckpt_195.pt](https://huggingface.co/yuulind/pix2pix-sar2rgb/resolve/main/pix2pix_gen_ckpt_195.pt)   |
| 3      | pix2pix_gen_ckpt_200.pt | Generator     | Pix2Pix generator with transpose convolution, 200 epochs.                       | [pix2pix_gen_ckpt_200.pt](https://huggingface.co/yuulind/pix2pix-sar2rgb/resolve/main/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](https://huggingface.co/yuulind/pix2pix-sar2rgb/resolve/main/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](https://huggingface.co/yuulind/pix2pix-sar2rgb/resolve/main/pix2pix_disc_ckpt_195.pt) |

<!-- 
| 4      | pix2pix_gen_nn_150.pth  | Generator     | Pix2Pix generator with upsampling, followed by normal convolutions, 150 epochs. | [pix2pix_gen_nn_150.pth](https://huggingface.co/yuulind/pix2pix-sar2rgb/resolve/main/pix2pix_gen_nn_150.pth)     |
| 5      | pix2pix_gen_nn_300.pth  | Generator     | Pix2Pix generator with upsampling, followed by normal convolutions, 300 epochs. | [pix2pix_gen_nn_300.pth](https://huggingface.co/yuulind/pix2pix-sar2rgb/resolve/main/pix2pix_gen_nn_300.pth)     |
| 8      | pix2pix_disc_nn_150.pth | Discriminator | Pix2Pix discriminator from epoch 150, with upsampling generator.                | [pix2pix_disc_nn_150.pth](https://huggingface.co/yuulind/pix2pix-sar2rgb/resolve/main/pix2pix_disc_nn_150.pth)   |
| 9      | pix2pix_disc_nn_300.pth | Discriminator | Pix2Pix discriminator from epoch 300, with upsampling generator.                | [pix2pix_disc_nn_300.pth](https://huggingface.co/yuulind/pix2pix-sar2rgb/resolve/main/pix2pix_disc_nn_300.pth)   |
-->
### Model Sources

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- **Repository:** [GitHub Repo](https://github.com/yuuIind/SAR2Optical)
- **Paper:** [arxiv:1611.07004](https://arxiv.org/abs/1611.07004)
- **Official implementation:** [GitHub Repo](https://github.com/phillipi/pix2pix)

## Uses

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Converts SAR images to Optical (RGB) images