Speaker
Giacomo Nodjoumi
(Istituto Nazionale di Astrofisica (INAF))
Description
This work presents DeepLandforms, an open-source toolkit for landform mapping using validated Deep Learning methods. It provides a complete workflow, covering data preparation, model training, and inference, and gives users full control and customization over the entire process. To validate the tool, it was applied to a science case mapping sinkhole-like landforms on Mars, demonstrating its potential for a wide range of future applications.