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
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