- preprocessing stage 1: windowing-preprocessing-technique-dataset.ipynb
- stage 1 (multilabel): stage-1-window-multilabel.ipynb
- preprocessing stage 2:
- preprocess Yolov5: preprocess-cropping-vertebrae-with-yolo.ipynb
- train Yolov5: train-infer-cropping-vertebrae-with-yolo.ipynb
- Convert obtained Yolov5 output from jpg -> npz files. The output folders utilized in 'Cropping voxel': convert-to-npz-file-test-icon.ipynb
- Cropping voxel, for processing vert_list.csv: stage2-preprocessing-sagittal-view-labels-only.ipynb
- Cropping voxel: preprocessing-stage-2-cropping-voxel.ipynb
- stage 2: stage-2-cracknet-lstm-yolo-window.ipynb
please check the .pdf file attached for more visualzing methodology and total processes