This repository contains siamese model research applications on image analysis methods for 2D MRIs.
Writing-phase
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- List of preprocessing methods applied and available as examples
- Siamese network code
- Siamese backbones in the training loop
- Data processing and tf/torch compatible
- Evaluation dataset
- Documented steps of processing and methods
- Noise simulation code clean
- Evaluation of results and recap (wandb available)
- Args check, GPU selection check
- code: in this folder you will find all the code used for the analysis and the figure(s) creation.
- code/0_data_load notebook containing the data pre-processing commands and step-by-step illustrations.
- code/1_data_save notebook containing the basic local data save code.
- code/siamese_torch contains the latest pytorch siamese network version, with its complete training process.
todos