Sökning: "Shiping Song"

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  1. 1. Study of Semi-supervised Deep Learning Methods on Human Activity Recognition Tasks

    Master-uppsats, KTH/Robotik, perception och lärande, RPL

    Författare :Shiping Song; [2019]
    Nyckelord :Semi-supervised learning; Sequence learning; Human activity recognization; DeepConvLSTM; Seq2seq model;

    Sammanfattning : This project focuses on semi-supervised human activity recognition (HAR) tasks, in which the inputs are partly labeled time series data acquired from sensors such as accelerometer data, and the outputs are predefined human activities. Most state-of-the-art existing work in HAR area is supervised now, which relies on fully labeled datasets. LÄS MER