SRGAN_Satellite_image_super_resolution

This is an attempt to perform SuperResolution on RGB satellite image. Ref : https://github.com/bnsreenu/python_for_microscopists/tree/master/255_256_SRGAN

Project Structure

The descriptions of principal files in this project are introduced as follows:

• data/original_images : include augmented RGB images from random area of interest to downscale and upscale images

• Super_Resolution_Satellite_Image_SRGAN.ipynb : notebook for performing super resolution on satellite images

Principal Environmental Dependencies

• PIL
• numpy
• pandas
• tensorflow
• matplotlib

Predicted Results