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Python API for Deep Learning DS from Data Spree.

Project description

Deep Learning DS Client

The Deep Learning DS (DLDS) Client acts as an interface to the data spree vision platform and provides an command-line tool that allows importing datasets of the following formats:

  • DLDS
  • KITTI
  • COCO

Furthermore, it is possible to export datasets from the platform.

Usage

General Usage

Usage: dlds [OPTIONS] COMMAND [ARGS]...

Options:
  --help  Show this message and exit.

Commands:
  export
  import

Dataset Import

Usage: dlds import [OPTIONS]

Options:
  --format [dlds|kitti|coco]  Dataset format to import
  --dataset_name TEXT         Name of the newly created dataset.
  --dataset_id INTEGER        ID of the dataset to which new items should be
                              imported. If set to '-1', a new dataset will be
                              created
  --images PATH               Directory containing the images to import.
                              [required]
  --annotations PATH          Directory or file containing the annotations to
                              import.  [required]
  --http_retries INTEGER      Number of HTTP retries.  [default: 10]
  --username TEXT             Username for data spree vision platform.
  --password TEXT             Password for data spree vision platform.
  --url TEXT                  URL to the API of the platform.
  --help                      Show this message and exit.

Dataset Export

Usage: dlds export [OPTIONS]

Options:
  -o, --output_dir DIRECTORY   Output directory.  [required]
  -i, --id INTEGER             ID of the dataset to download.
  -n, --n_items INTEGER        Number of items to download. Download all
                               items: '-1'  [default: -1]
  --http_retries INTEGER       Number of HTTP retries.  [default: 10]
  --parallel_requests INTEGER  Number of parallel requests.  [default: 16]
  --username TEXT              Username for data spree vision platform.
  --password TEXT              Password for data spree vision platform.
  --url TEXT                   URL to the API of the platform.
  --help                       Show this message and exit.

License

Apache License 2.0

Project details


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