Data Sampler Rewrite

Installation

1. Clone the repository:

   git clone https://github.com/Elias2660/VideoSamplerRewrite.git
   cd VideoSamplerRewrite

2. Install the required packages:

   pip install -r requirements.txt

Usage

To prepare the dataset, run:

cd .. # into the working directory
python Dataprep.py --dataset_path <path-to-dataset> --dataset_name <dataset-name> --number_of_samples_max <max-samples> --max_workers <number-of-workers> --frames_per_sample <frames-per-sample>To write data

to write data to the dataset, run:

python WriteToDataset.py

To run in sbatch, go out to the data directory and run:

sbatch -x /[servers that are currently running] VideoSamplerRewrite/RunDataPrep.sh

Edit that file with the recommended settings.