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dataset.py provides the general methods to parse the annotations for two datasets, while other specific scripts, such as vidvrd.py and vidor.py, implements particular details of the datasets, such as directory structure and label information.

It is recommended to place the downloaded datasets under the same folder as this repository, like:

├── vidor-dataset
│   ├── annotation
│   │   ├── training
│   │   └── validation
│   └── video
├── vidvrd-dataset
│   ├── test
│   ├── train
│   └── videos
└── VidVRD-helper
    ├── baseline
    ├── baseline.py
    ├── dataset
    ├── evaluate.py
    ├── evaluation
    ├── LICENSE
    ├── README.md
    └── visualize.py

Otherwise, you need to change the details in the spefic scripts.

Generating a Consolidated JSON Ground Truth File

Given a specific dataset, split and task, you can generate a consolidated ground truth file by directly running the specific scripts from the parent directory. For example

python -m dataset.vidor [split] [task] [output_path]