HUANG Yunmu
About
AI algorithm engineer. Focus on deep learning based computer vision, including object detection, defect detection and OCR.
Education
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The Hong Kong Polytechnic University, 2012-2016 BEng (Hons) in Electronic and Information Engineering |
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The Chinese University of Hong Kong, 2017-2018 MSc in Computer Science |
Publication
*: Equal contribution
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AcroFOD: An Adaptive Method for Cross-domain Few-shot Object Detection Yipeng Gao, Lingxiao Yang, Yunmu Huang, Song Xie, Shiyong Li, Wei-Shi Zheng European Conference on Computer Vision (ECCV) , 2022 |
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Depth-aware Space-Time Memory Network for Video Object Segmentation Haoze Xie,Yunmu Huang, Anni Xu, Jinpen Lan, Wenxiu Sun The 2020 DAVIS Challenge on Video Object Segmentation - CVPR 2020 Workshops, 2020 |
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Deep Surface Normal Estimation with Hierarchical RGB-D Fusion Jin Zeng,Yanfeng Tong *,Yunmu Huang *,Qiong Yan,Wenxiu Sun,Jing Chen,Yongtian Wang IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2019 |
Experience
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Senior Engineer, AI Application center, 2020 - present Develop DL based algorithm for object detection, defect inspection and OCR; |
Skills
- Python, PyTorch
- Object detection, defect dedetection and OCR
- Network design, model deployment and AI system design
Links
Contact
Huang Yunmu, andyhuangyunmu at gmail.com; huangyunmu at qq.com