This python program utilizes Pytorch to create a Deep Learning model centered around environment & scene detection;detecting what type of environment is shown in satellite imagery i.e Playgrounds, residential areas etc.
The dataset can be downloaded from this link
Awesome DL satellite models to check out: Robmarkcole Satellite DL, How to train image classifier
The Ipynb file can be opened using Google Colab or Jupyter Notebook.
Note: When using a cloud based platform like Google Colab, switch on GPU based accelaration to reduce training times
(learn how: here)