Use case on kidney CT data from KiTS19 challenge

TL;DR

  • To convert a DICOM file from grayscale to RGB, you should modify several DICOM tags other than just the pixel data.
  • Full source code is available at the end of this post.

Introduction


Training StyleGAN with ~1K images of English football club logos

Image by the author. Football club logos created by StyleGAN.

This post covers

  • Preparing a custom dataset through web scraping
  • A simple but practical how-to of training StyleGAN with the custom dataset
  • How to get latent vectors and manipulate them in StyleGAN

Introduction

Jae Won Choi, MD

Coding Radiologist

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