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About the project

This project is the part of the PMIS system, I did it about a year ago. Recently, I've found that there are many updates in this field, so I think this is the good time to kick-off this repository again.

My target is to read these recently papers and re implement the models as the author suggesed.

Project structure

1. TTPLA Dataset

I use TTPLA Dataset to training difference Segmentation model. So, I made code for creating TTPLA training image from original meta data.

For more infomation, see the code inside TTPLA_Processing

2. Model Zoo

All code and the related model, I'll update inside Model_Zoo folder

3. Results

Result for each model will be updated in this part

4. Improvements

  • All ideas to improve the performance of the segmentation will be update here
  • Any new loss functions used for segmentation also will be updated at my loss functions repo

TODO:

  • Restructure the project repo
  • Implement the loss function that the author have used in PLGAN paper
  • Change the language into English