CNN training of satellite images for "Detection and tracking barchan dunes using Artificial Intelligence"

This is part of the dataset concerning the YOLO training of satellite images (Barchan dunes). In this dataset, you find the "YOLOv8 train" folder that contains the structure and images obtained from HiRISE, CTX global mosaic, Google Earth Pro, and Copernicus. We saved the images with the HiView, Google Earth Pro, and Copernicus software to train a CNN with images of barchan dunes, the "Train Results" folder that contains the figures and weights of YOLO detection of barchan dunes, the "Earth detections" that contains some barchan dune detections on different locations of Earth, the "Mars detections" that contains some barchan dune detections on different locations of Mars, and the "Code Files" that contains the scripts to detect barchan dunes, train a YOLOv8, convert masks to polygons and plot resulting YOLO parameters.