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a cli tool to extract, feed to models and patch back CT scans from Luna16 dataset given the annotation file to generate XRays using DRR

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CT to X-Ray DRR Pipeline

Usage

python pipeline.py -d <MAIN_DATA_DIR> -o <MAIN_OUTPUT_DIR> -c <CSV_PATH>

Arguments

  • -d → Path to the main data directory for a subset.

  • -o → Path to the output directory where results will be stored.

  • -c → Path to the annotations CSV file (annotations.csv) of the LUNA16 dataset.

Example

python pipeline.py -d /path/to/data -o /path/to/output -c /path/to/annotations.csv

Code for jupyter notebook

!git clone https://github.com/ThatBlackFox/Luna16-Extractor.git
%cd Luna16-Extractor
!pip install -r requirements.txt
!python pipeline.py -d <Subset DIR> -o <OUTPUT DIR> -c annotations.csv

About

a cli tool to extract, feed to models and patch back CT scans from Luna16 dataset given the annotation file to generate XRays using DRR

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