Sökning: "Danna Zheng"

Hittade 1 uppsats innehållade orden Danna Zheng.

  1. 1. Use of improved Deep Learning and DeepSORT for Vehicle estimation

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Danna Zheng; [2022]
    Nyckelord :YOLOv4 algorithm; deep learning; DeepSORT; vehicle detection; attention mechanism; vehicle tracking; YOLOv4-algoritmen; djupinlärning; DeepSORT; fordonsdetektering; fordonsspårning;

    Sammanfattning : Intelligent Traffic System (ITS) has high application value in nowadays vehicle surveillance and future applications such as automated driving. The crucial part of ITS is to detect and track vehicles in real-time video stream with high accuracy and low GPU consumption. LÄS MER