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Annotell OpenLABEL Datamodel

Project description

Annotell OpenLABEL

Installation

Install the Annotell OpenLABEL package from pip with

pip install annotell-openlabel

Serialization and deserialization

Since all models inherit from pydantic's BaseModel, serialization and deserialization from dicts or json strings are relatively straight forward.

data = {
    "openlabel": {
        "metadata": {
            "schema_version": "1.0.0"
        }
    }
}

import annotell.openlabel.models as OLM

# Deserialize dict
openlabel_annotation = OLM.OpenLabelAnnotation.parse_obj(data)

# Serialize to json
json_data = openlabel_annotation.json(exclude_none=True)

# Deserialize json
openlabel_annotation = OLM.OpenLabelAnnotation.parse_raw(json_data)

# Serialize to dict
dict_data = openlabel_annotation.dict(exclude_none=True)

Further reading

https://www.asam.net/project-detail/asam-openlabel-v100/

Changelog

[0.1.4] - 2022-01-24

  • Improved serializability for enum classes

[0.1.3] - 2022-01-04

  • Fixed issues with version 0.1.2

[0.1.2] - 2021-12-29

  • Updated several fields with multiple types to fix issues with serialization and deserialization. For example, the coordinates on Poly2d objects were previously always parsed to strings. This update means that an attempt to parse them to floats is made. If this fails the they will be parsed to strings.

[0.1.1] - 2021-11-24

  • Updated stream properties model generation to be nicer to work with

[0.1.0] - 2021-11-18

  • Updated json schema and model to be true to the 1.0.0 release of openlabel. Previously it was based on the release-candidate

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