About Me
I am currently a Ph.D. student in the Aquaculture Engineering Lab at the University of California, Davis, under the supervision of Tien-Chieh Hung. My primary research interests focus on the application of Artificial Intelligence within the domains of Aquaculture and Agriculture
Prior to my doctoral studies, I worked as a Machine Learning Engineer, where I specialized in the application of Computer Vision and Deep Learning techniques.
News
- Conference for world aquaculture 2025!
- PhD student at UC Davis, 2024!
Publications (Selected papers)
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Automatic counting methods in aquaculture:A review Li, D., Z Miao, Peng, F., Wang, L., &Zheng, Y. World Aquaculture Society, Vol. 52, pp. 263-495, 2021
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S-FPN: A shortcut feature pyramid network for sea cucumber detection in underwater images F Peng, Z Miao, F Li, Z Li Expert Systems with Applications, Vol. 52, 2021.
Poster
- Poster: An Interpretable AI Model for Sex Classification of Delta Smelt Based on Phenotypic Appearance estimation.
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Patents
- Patent: A method of drinking behavior recognition based on key point detection and displacement estimation. [Chinese]
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- Patent: A fallen fruit collection platform based on electromagnetic induction mechanism. [Chinese]
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- Patent: A location method indoors by Wi-Fi network. [Chinese]
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Projects
- Project: Cultivated farmland areas calculation
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- Project: Human behavior recognition
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Thesis
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Fish Counting
