Research Experience
My academic journey and research experiences
Geochemical rock classification based on deep learning
University of Melbourne • Feb 2023 - Present
- Development of a novel deep learning framework for geochemical rock classification
- Integration of domain-specific geochemical features with data-driven representation learning
- Comprehensive evaluation on real-world geochemical datasets
Road crack detection based on consumer drones
Beijing University of Civil Engineering and Architecture • Sep 2018 - Oct 2022
- A cost-effective aerial imaging pipeline for infrastructure inspection
- Design and implementation of a lightweight deep learning model for crack detection
- Creation and annotation of a drone-based road crack image dataset
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