Scotty Kwok - Python and Computer Vision from cancer classification to industrial applications
Channel: PyCon Thailand
Date: 2023-02-06

In part one of this talk, Scotty will rerun part of his talk delivered in 2018 PyCon HK keynote. He will again explain how deep learning & Python could help pathologists to classify breast cancer microscopic images, which include the concepts of digital pathology, whole-slide image analysis, model validation, AI software stacks & hardware considerations. In part two, he will talk about some of the computer vision applications that his team has been developing in Sebit, and share both the fun and the challenge of computer vision projects. This part will include video analytics, edge AI and cameras. 

Level: Basic or Intermediate Target audiences: with basic/intermediate machine learning and/or Python programming knowledge