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

In this dataset, you find the "YOLOv8 train" folder that contains the structure and images observed during lab experiments 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 "Detection results" that contains some barchan dune detection and movies, and the "Code Files" that contains the scripts to detect barchan dunes, plot the morphology, train a YOLOv8, convert masks to polygons and plot resulting YOLO parameters.

Some images are from Assis, W.R. and Franklin, E.M., Geophysical Research Letters, 47, e2020GL089464, 2020.