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Cricket Classification with Singularity

Follow these steps to set up and run the cricket classification project using Singularity:

  1. (Optional) Create your own .sif image following the instructions at the HPRC TAMU Wiki I Used this Docker Image. Alternatively, you can reuse the dl.sif provided.

  2. Change the working directory: cd /gpfs/proj1/choe_lab/bhanu

  3. Run the Singularity command:

    singularity run --nv --fakeroot --bind ./docker_mount:/mnt dl.sif bash

  4. Change to the cricket classification directory: cd /mnt/cricket-classification

  5. Edit config.json with your desired configuration.

  6. Run the pipeline script to preprocess and train the model: sh run_pipeline.sh