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Total processes on two-stage approach + corresponding ipynb notebook titles

  1. preprocessing stage 1: windowing-preprocessing-technique-dataset.ipynb
  2. stage 1 (multilabel): stage-1-window-multilabel.ipynb
  3. 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
  4. stage 2: stage-2-cracknet-lstm-yolo-window.ipynb

More visual process

please check the .pdf file attached for more visualzing methodology and total processes

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