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

• UNet++

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