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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 0.1.6

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

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

Use cases:

  • Transformation of Image data
  • Generation of small to mid-size image sets suitable for CV.
  • Generation of Synthetic data.

Software design and architecture:

This tool utilizes a n-tier architecture:

  • Entities as the domain layer.
  • Service layer, handling business logic.
  • API, usable for the users of this package.

Installation

Pip:

pip install meiosis

For a specific version:

pip install meiosis==0.1.5

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
  • Copy functionality
  • Customizability of export files

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