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Optimised version of the original pipeline

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TalkNet-ASD optimised version

Use one of bash scripts to run the pipeline:

sbatch run_asd_for_video_{alex,fritz}.sh $CASE_ID [--visualisation]

--visualisation is an optional parameter. If given, the script will create a visualisation.

By default the results (scores, bounding boxes' coordinates, etc.) will be copied to

/home/atuin/b105dc/data/datasets/russian_propaganda_dataset_openpose/test_asd/$CASE_ID

Bash scripts

  • run_asd_for_video_alex.sh will submit a task on Alex using 1 gpu;
  • run_asd_for_video_fritz.sh will submit a task on Fritz using cpus;
  • A python environment will be created adn activated from a script. All the required packages will be installed.

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Optimised version of the original pipeline

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  • Python 96.2%
  • Shell 3.8%