This is done for MS Thesis project for LJMU university
1- Preprocessing - This contains the steps involved for preprocessing the images. They are processed in the below order
- 1-FileReorganize.py - The input files downloaded from NVDlib are reorganised for preprocessing
- 2-PreprocessImage.py - The images are preprocessed in this pipeline
- 3-MergeTumour.py - The tumors of same ID are merged into singlefile
- 4-SplitFiles.py - The files are split into Full and mask for Train and Test data
2- Model - This is for the experiments with the model <br /
- VGG16 - All experiments used with VGG16 for Transfer learning. Model 1-11 are the experiments
- ResNet - All experiments used with ResNet for Transfer learning. Model 1-12 are the experiments