Mburia/e-shamba-c4c

Crop yield detection using satellite imagery # e-shamba-c4c The motive here is to predict the yield of crops of a particular farm by the change in pixels of the image of farm per season. The satellite data used is of sentinel and landsat, sentinel is a launched by European Space Agency and the data is open source. Sentinel Image Products Scraping - The script in this folder scraps a patch of land containing our farm of interst, this scripts automatically scraps all the images through out the year. Preprocessing and Cropping - The script in this folder will crop the farm which we need to analyze according to coordinates provided by the user and also does feature engineering on the cropped images. Tensorflow Model - The script in this folder has the algorithm