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    1

    Application of deep learning technology for detecting the status of work items in construction site images
    • Department of Civil and Construction Engineering /111/ Master
    • Author: Wan-Yu Chen Advisor: Hung-Ming Chen
    • The recent advancements in technology have led to the maturity of artificial intelligence image rec…
    • Clicks: 779Downloads: 0
    • Full text public date 2026/02/10 (Intranet public)
    • Full text public date 2028/02/10 (Internet public)
    • Full text public date 2028/02/10 (National library)

    2

    Application of Deep Learning Model on Surface Defect Detection
    • Department of Industrial Management /111/ Master
    • Author: Sheng-Tsung Yang Advisor: Fu-Kwun Wang
    • The detection of product surface defects has always been a hot research field. The so-called produc…
    • Clicks: 1157Downloads: 0
    • Full text public date 2026/07/10 (Intranet public)
    • Full text public date 2026/07/10 (Internet public)
    • Full text public date 2026/07/10 (National library)

    3

    Robust Parametric GAN-based Balloon Localization
    • Department of Computer Science and Information Engineering /110/ Master
    • Author: Kung-Yao Hsieh Advisor: Yu-Chi Lai
    • In order to animate the manga and translate the text, text areas need to be detected. Since blackan…
    • Clicks: 821Downloads: 0
    • Full text public date 2025/09/26 (Intranet public)
    • Full text public date 2027/09/26 (Internet public)
    • Full text public date 2027/09/26 (National library)

    4

    3D Scene Reconstruction from YouTube Car Accident Videos Using Deep Neural Networks

    5

    Performance Evaluation of Edge Computing-Based Deep Learning Object Detection

    6

    3D Vehicle Trajectory Estimationfrom YouTube Car Accident Videos Using Deep Neural Networks

    7

    Bounding Box Data Structure Improvement of Object Detection Network

    8

    Multi Label Classification Object Detection Based on Residual Neural Network

    9

    Interpretability Analysis in Deep Learning Model for Textile Coil Defect Detection

    10

    Improvement of the Accuracy of Deep Learning in Small Object Detection through Data Augmentation: Bird Detection as an Example
    • Graduate Institute of Color and Illumination Technology /108/ Master
    • Author: Bo-Cheng Zhu Advisor: Tzung-Han Lin
    • Abstract In recent years, the field of artificial intelligence is growing quickly and comprehensive…
    • Clicks: 1078Downloads: 0
    • Full text public date 2025/08/25 (Intranet public)
    • Full text public date 2025/08/25 (Internet public)
    • Full text public date 2025/08/25 (National library)