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spreka / biomagdsb

This repository contains the codes to run the nuclei segmentation pipeline of the BIOMAG group inspired by Kaggle's Data Science Bowl 2018 competition
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Further elaboration on inputs for neural style transfer #16

Open tomouellette opened 2 years ago

tomouellette commented 2 years ago

Hi spreka,

I was wondering if you could elaborate a bit more (or point to the code) that covers the following statement from your paper. In your paper you state,

"The input of the discriminator is an image/mask pair (either a real pair, or a synthetically generated pair)."

I have two questions about this:

  1. What proportion of the neural style "synthetic database" were images generated from real image/mask pairs versus synthetically generated pairs?
  2. What do you mean by "synthetically generated"? Sampled from probability distributions? Randomly generated binary encodings? etc? Could you describe this process a bit more or point me to code/portion of the paper that describes this step (I couldn't find it)?

I'm trying to test out your approach, but a bit more clarity on this section of the paper would be of great help.

Thanks! Tom O