Sökning: "expert-in-the-loop framework"

Hittade 1 uppsats innehållade orden expert-in-the-loop framework.

  1. 1. Deep Learning for Deep Water: Robust classification of ship wakes with expert in the loop

    Master-uppsats, Göteborgs universitet/Institutionen för data- och informationsteknik

    Författare :Igor RYAZANOV; [2020-10-06]
    Nyckelord :machine learning; deep learning; pattern recognition; acoustic data analysis; shipping data; data augmentation; noise robustness; classification with data imbalance; expert-in-the-loop framework;

    Sammanfattning : This work examines the applicability of the deep learning models to pattern recognition in acoustic ocean data. The features of the dataset include noise, data scarcity and the lack of labeled samples. A deep learning model is proposed for the task of automatic wake detection. LÄS MER