coretex.entities.conversion.base_converter.BaseConverter Class Reference

Inheritance diagram for coretex.entities.conversion.base_converter.BaseConverter:

Public Member Functions
ImageDataset	convert (self)

Detailed Description

    Base class for Coretex Annotation format conversion

    Properties
    ----------
    datasetName : str
        name of dataset
    projectId : int
        id of Coretex Project
    datasetPath : str
        path to dataset

Definition at line 48 of file base_converter.py.

Member Function Documentation

convert()

ImageDataset coretex.entities.conversion.base_converter.BaseConverter.convert

(

self

)

    Converts the dataset to Coretex Format

    Returns
    -------
    ImageDatasetType -> The converted ImageDataset object

Definition at line 86 of file base_converter.py.

    def convert(self) -> ImageDataset:
        """
            Converts the dataset to Coretex Format
 
            Returns
            -------
            ImageDatasetType -> The converted ImageDataset object
        """
 
        # Extract classes
        labels = self._extractLabels()
        classes = ImageDatasetClass.generate(labels)
 
        if self._dataset.saveClasses(classes):
            logging.getLogger("coretexpylib").info(">> [Coretex] Dataset classes saved successfully")
        else:
            logging.getLogger("coretexpylib").info(">> [Coretex] Failed to save dataset classes")
 
        # Extract annotations
        MultithreadedDataProcessor(
            self._dataSource(),
            self._extractSingleAnnotation,
            message = "Converting dataset..."
        ).process()
 
        if not self._dataset.finalize():
            raise ValueError(f"Failed to finalize dataset \"{self._dataset.name}\"")
 
        return self._dataset

---

The documentation for this class was generated from the following file:

• coretex/entities/conversion/base_converter.py