This includes scripts for downloading Landsat images from GEE, cutting of imagery using shapefiles (Indian Villages), converting .tiff images to .png, cropping images from center and CNN model scripts.
- 1. Download Landsat Imagery - we have downloaded Landsat7 imagery for the year 2011.
- 2. Cut Images using village shapefiles
- 3. Convert images from .tif to .png
- 4. Remove noisy Images - There were few black images (completelly black) present in each state. We removed those black images.
- 5. Crop images - we cropped each vilaages image (150 x 150 pixels) from centre.
Scripts for all the aboves steps are present in "Image Preprocessing" folder.