Computer Technology
Computer Science and Technology
- Presented a camera-edge-cloud architecture for large-scale surveillance multi-tenant video
analytics.
- Combined DNN Sharing and DNN Splitting, and developed a dynamic online algorithm to adjust the
configurations responding to the network bandwidth variety.
- Developed frame filtering, ROI encoding and compression algorithm in video data transmission.
- Developed an image retrieval system based on CNN features.
- Used soft pruning algorithm for pruning and model compression of CNN.
- Develped product quantization algorithm to accelerate retrieval in the feature retrieval stage.
- Improved the department’s algorithms and code framework to optimize the response delay and stability
of the client.
- Developed platforms and multiple sets of program templates to support other groups.
In terms of professional skills, I have mastered a variety of programming languages and tools, such
as
-Python, Java, C++, C, Golang, Matlab and other languages, GPU programming methods
-Big data analysis software tools such as SPSS, etc.
-Familiar with PyTorch, TensorFlow and other machine learning frameworks
I have good communication and work abilities, teamwork spirit, and enthusiasm about public
welfare.
During my undergraduate period, I served as the Deputy Minister of the External Relations Department of the
Peking University Student Union and the monitor of the computer undergraduate class. I also serve as the
monitor during my graduate period until now.
Besides, I have organized and participated in Building Bridge transnational aid education project，Caring for
Tengchong Anti-Japanese War veterans practice project, etc.
I am working on video analysis research.
If you want to cooperate with me, please contact me (china19981102@outlook.com)!
Message sent. Thank you!