Blar i forfatter Mastergradsoppgaver i teknologi - informatikk "Riise, Elias Estefano Gutierrez"
-
Improving automated underwater ship hull inspection through incremental learning & uncertainty quantification in deep learning models
Riise, Elias Estefano Gutierrez (Mastergradsoppgave; Master thesis, 2023-06-01)Rapid technological progress has recently eliminated the necessity of physically deploying humans for manual underwater ship inspections. Instead, Remotely Operated Vehicles (ROVs) can now capture and record videos, which humans can subsequently review. By leveraging annotated data, it becomes possible to train deep learning models to assist in data exploration. Nevertheless, the process of manually ...