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A GAN converting satellite images to Map images

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Sat2Map

A GAN converting satellite images to Map images

This project uses Generative Adversarial Networks a newly emerging field in Deep Learning.This project converts a Satellite image to Map image. Pix2Pix GAN is used in the project, this can be considered as a Supervised Learning method as it is a Paired Image to Image translation which is trained on a dataset of satellite images and target map images.

Training Results

Epoch 0 Step 0

Epoch 1 Step 200

Epoch 9 Step 5000

Epoch 10 Step 5200

Epoch 19 Step 10600

Epoch 19 Step 10800

Note : This Result is when the GAN is trained for only 20 Epochs

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A GAN converting satellite images to Map images

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