Xiaoqian(Stacy) Yang

I'm

About

I'm a graduate student in Computer Science at San Francisco State University, pursuing the passion for Machine Learning, Web Development and etc. Before coming to SFSU, I recieved my master degree at Columbia University in 2015. I received my bachelor degree from Southeast University (Nanjing, China) in 2013.

And I'm blessed with a fabulous family. Me and my husband are the proud parents of two kids. In my free time, I enjoy hiking, cooking, painting and traveling.





  • Skills: Machine Learning, Computer Vision, Multi-threading Programming, Tool Development
  • Languages: C/C++, Python, Java, JavaScript, SQL, HTML, CSS. PHP
  • Systems: Linux, OS X

Projects

  • All
  • Website
  • Java App

Blogs

This section is to keep track of some of my tech blogs and stories of my personal life.

1. Literature Review, 12/10/2020

I did a literature survey based on object detection (R-CNN, Fast R-CNN, Faster R-CNN, Mask R-CNN). This review begins with a brief introduction on the four fundamental visual recognition problems in the field of computer vision and compare traditional methods with deep learning based methods. Then, I mainly focus on object detection architectures: R-CNN, Fast R-CNN, Faster R-CNN and one instance segmentation architecture: Mask R-CNN. In each section, I introduce model workflow, then summarize the achievements and analyze the disadvantages. Finally, I compare these architectures and write down some of my thoughts.

Contact

Location:

San Mateo County, CA, 94070

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