Скачать или смотреть Fighting COVID-19 with Machine Learning (Ching Lam Choi) (Hong Kong) - PyCon HK 2020 Spring

In this talk, I will introduce my open source Python project, COVID-19 chest CT segmentation with PyTorch. I leverage the UNet model — a Fully Convolutional encoder-decoder network — for multi-class medical segmentation. Through UNet, I successfully detect and localise COVID-19 symptoms, including ground-glass, consolidation and pleural effusion, from axial chest CT slices, using open source datasets and annotations.


https://pycon.hk/sessions-2020-spring... Level: Intermediate

Speaker Bio: Choi Ching Lam

Choi Ching Lam is a high school programmer from Hong Kong, keenly interested in Computer Vision and Scientific Computing. She is an open source enthusiast with a deep appreciation for Python and Julia. Presently an intern at NVIDIA’s AI Tech Center, Ching Lam aspires to become a Machine Learning researcher.

https://github.com/chinglamchoi
  / ching-lam-7609541a0  
  / cchoi314  
  / cchoi314