GeoGAN: A Conditional GAN with Reconstruction and Style Loss to Generate Standard Layer of Maps from Satellite Images

Understand

Automatically generating maps from satellite images is an important task.

• There is a body of literature which tries to address this challenge.
• We created a more expansive survey of the task by experimenting with different models and adding new loss functions to improve results.
• We created a database of pairs of satellite images and the corresponding map of the area.