Speaker
Chandrabali Karmakar
(DLR)
Description
Automatic drawing of coastlines with satellite imagery is a crucial factor in detection coastline shifts due to global climatic changes. On the other hand, unavailability of labelled information poses a challenge. We propose a trustworthy unsupervised AI solution to automatically draw coastlines in the Baltic sea area to create a ‘pre-labelled’ dataset, which clearly delineates the boundary pixels between sea and land. We have applied state-of-the art methods to find the optimal number of clusters to understand the unknown semantic classes in the dataset.
Primary author
Chandrabali Karmakar
(DLR)
