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    1

    Fault diagnosis of induction motors with imbalanced data using Deep Convolutional Generative Adversarial Network
    • Department of Electrical Engineering /109/ Master
    • Author: Yu-Yang Shih Advisor: Hong-Chan Chang
    • In the engineering applications, in order to ensure the reliability and stability of induction moto…
    • Clicks: 454Downloads: 0
    • Full text public date 2026/01/25 (Intranet public)
    • Full text public date 2026/01/25 (Internet public)
    • Full text public date 2026/01/25 (National library)

    2

    A Deep Learning Approach to Quantitative Precipitation Estimation Mainly Using Weather Radar Data: Taking the Plum Rain Season in Taiwan as an Example
    • Department of Computer Science and Information Engineering /110/ Master
    • Author: Yu-Hsiang Hsueh Advisor: Chin-Shyurng Fahn
    • Quantitative precipitation estimation is a very important technique in the field of meteorology. Us…
    • Clicks: 859Downloads: 0
    • Full text public date 2027/07/22 (Intranet public)
    • Full text public date 2032/07/22 (Internet public)
    • Full text public date 2032/07/22 (National library)

    3

    Explainable Generative Artificial Intelligence for Automated Optical Inspection in Smart Manufacturing
    • Graduate Institute of Automation and Control /112/ Master
    • Author: Fu-Yao Hsu Advisor: Min-Fan Ricky Lee
    • Automated Optical Inspection (AOI) confronts challenges such as uneven illumination, shadow occlusi…
    • Clicks: 794Downloads: 0
    • Full text public date 2025/12/19 (Intranet public)
    • Full text public date 2025/12/19 (Internet public)
    • Full text public date 2025/12/19 (National library)

    4

    Pills Defect Detection Based on Generative Adversarial Networks and Automatic Optical Inspection

    5

    Photo-to-Emoji Transformation with TraVeLGAN and Perceptual Loss

    6

    An Editing Tool for Anime Portrait based on Generative Adversarial Networks

    7

    Conditional High-Resolution Image Synthesizing Based on Generative Adversarial Networks

    8

    A Study on Deep-Neural-Network-Based Approaches to Detecting Forgery Images Generated by Various Generative Adversarial Networks
    • Department of Computer Science and Information Engineering /110/ Master
    • Author: Tzu-Chin Wu Advisor: Chin-Shyurng Fahn
    • With the advancement of science and technology, image editing software has become more developed. T…
    • Clicks: 978Downloads: 0
    • Full text public date 2027/01/20 (Intranet public)
    • Full text public date 2032/01/20 (Internet public)
    • Full text public date 2032/01/20 (National library)

    9

    Study Of Normalization On Video Generation By Semantic Segmentation
    • Department of Electronic and Computer Engineering /109/ Master
    • Author: Yi-Che Yu Advisor: Wen-Hsien Fang Yie-Tarng Chen
    • In the field of deep learning, collecting dataset usually consumes the most resources. In order to …
    • Clicks: 624Downloads: 0
    • Full text public date 2024/09/08 (Intranet public)
    • Full text public date This full text is not authorized to be published. (Internet public)
    • Full text public date This full text is not authorized to be published. (National library)
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