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manot

pypi versions license

manot-description

Installation

Install manot with pip:

pip install manot

Example

This is an example how to start:

from manot import Manot

manot = Manot("manot_service_url", "token")
setup = manot.setup(
    name="setup_example",
    images_path="/path/to/images",
    ground_truths_path="/path/to/labels",
    detections_path="/path/to/detections",
    detections_metadata_format="xyx2y2",  # it must be one of "xyx2y2", "xywh", or "cxcywh"
    classes_txt_path="/path/to/classes.txt",
    data_provider="local"  # it must be "s3" or "local"
)
print(setup)
# {"id": setup_id, "name": "setup_example", "status": "started"}

setup_info = manot.get_setup(setup["id"])
# when setup is successfully finished, then setup_info is {"id": setup_id, "name": "setup_example", "status": "started"}
insight = manot.insight(
    name="insight_example",
    setup_id=setup["id"],
    data_path="/path/to/data",
    data_provider="local"  # it must be "s3" or "local"
)
print(insight)
# {"id": insight_id, "name": "insight_example", "status": "started"}

insight_info = manot.get_insight(insight["id"])
# when setup is successfully finished, then insight_info is {"id": insight_id, "name": "setup_example", "status": "started"}
manot.visualize_data_set(insight_info['data_set']['id'])

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