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Meiosis is a Python package for creating new Images, usable for generating extra image data for ML-workflows. Thank you for using the Meiosis package.

Project description

Meiosis 0.1.3

Meiosis is a Python package for creating new Images, usable for generating extra image data for ML-workflows. Thank you for using the Meiosis package.

Warning: This package is currently in alpha state, methods and its input parameters might be subject to change.

Use cases:

  • Transformation of Image data
  • Expanding current image datasets.

Installation

Pip:

pip install meiosis

For a specific version:

pip install meiosis==0.1.2

Poetry:

poetry add meiosis

Quick start

The current package provides one way to copy images locally, from a local data source. In this case a file directory.

from src import Export

export_api = Export()

images = export_api.read_from_directory()

print("Exported images:")
for image in images:
    print(f"- {image}")

Future features:

  • External data source extraction
  • More custom copy-pipeline functions
  • Integration of OpenCV
  • Customizability of export files
  • A general data structure for images like DataFrames

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