ayush12gupta / SAR2Optical-using-cGANS

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Synthesis of Multispectral Optical Images from SAR-Optical Multitemporal Data using cGANS

TensorFlow implementation of [Synthesis of Multispectral Optical Images from SAR-Optical Multitemporal Data using cGANS] that uses cGANs to generate the missing optical image by exploiting the correspondent SAR data with an SAR-optical image pair from the same area in a different epoch.

This code is an adaptation of https://github.com/yenchenlin/pix2pix-tensorflow pix2pix Tensorflow implementation.

Setup

Prerequisites

• Linux
• Python with numpy
• NVIDIA GPU + CUDA 9.2 + CuDNNv7.5
• TensorFlow 1.10

Getting Started

• Clone this repo:

git clone [e-mail]:bermudezjose/Synthesis-of-multispectral-optical-images-from-SAR-optical-multi-temporal-data-using-cGANS.git
cd pix2pix-tensorflow