multiVENT
|   dataset.csv                # MultiVENT dataset in CSV format
|   multivent_datasheet.pdf    # Datasheet PDF providing detailed dataset documentation
|   README.md                  # Repository documentation
|   
└───multiCLIP
    |    setup.cfg    # Additional setup file
    |    setup.py     # Setup information for pip install
    |
    └───scripts
    |   |   
    |   └───openclip_xlm
    |   |   |    openclip_featpool_msrvtt_infer.py       # Python code for inference on MSRVTT
    |   |   |    openclip_featpool_msrvtt_infer.sh       # Bash script for inference on MSRVTT
    |   |   |    openclip_featpool_multivent_infer.py    # Python code for inference on MultiVENT
    |   |   |    openclip_featpool_multivent_infer.sh    # Bash script for inference on MultiVENT
    |   |   |    openclip.yaml                           # Config file for model inference
    |   |  
    |   └───utils
    |       |    load_multivent_json.py                  # Generate MultiVENT dataset for inference
    |       |    build_event_ids.py                      # Generate MultiVENT dataset for inference
    |
    └───src
        |   
        └───video_retrieval
            |    __init__.py    
            |    __main__.py    
            |
            └───cli
            |    |    __init__.py                             
            |    |    retrieval_score.py                      # Script to compute evaluation metrics
            |
            └───data
                 |    __init__.py                             
                 |    dataloader_msrvtt_retrieval_laion.py    # Code for MSRVTT data loader
                 |    multivent_retrieval_csv.py              # Code for MultiVENT data loader

pyenv virtualenv 3.8.6 multiCLIP
pyenv activate multiCLIP
cd multiCLIP
pip install -e .

{video_path: {
    language: ...,
    category: ...,
    event: ...,
    description: ...},    # either the video description or event description
...
}