Download data from link : https://www.kaggle.com/c/planet-understanding-the-amazon-from-space/data, the relavent files are train-jpg.tar.7z (600 megabytes) train v2.csv.zip (159 kilobytes, provided in my repository)
##Once done run codes on "visualize_and_load_dataset" to prepare images and corresponding labels in any size, perferable size is 32,32 so that your PC doesn't slow down. ##run codes on "train_model" to train your model (This is an imbalanced dataset problem so metrics will be fbeta instead of accuracy). ##finally make predictions using codes from "test_model" and passing in the sample image. ##Have a great day.