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Release v1.0.0

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@github-actions github-actions released this 18 Jun 17:05
v1.0.0
a3a666c

Full Changelog

1.0.0 (2024-6-18)

Full Changelog

Features:

  • Introduced ImageExplorer class within the izlearn.vision module.
  • Automated metadata extraction including class names, file paths, labels, image dimensions, and file extensions from specified directories.
  • Supported image formats: ['jpg', 'jpeg', 'jpe', 'png', 'bmp', 'ppm', 'pbm', 'pgm', 'sr', 'ras', 'tif', 'tiff', 'webp'].
  • Added visualization tools:
    • show_sample_images: Displayed random sample images with labels.
    • show_class_distribution: Visualized class distribution using bar charts.
    • show_summary: Presented comprehensive dataset summaries including image count, dimensions, and file extension distribution.

Removed:

  • Removed fungsiku module previously used for XYZ functionality. Users are advised to refer to GitHub for alternatives or updates.

Dependencies:

  • Python (>=3.6)
  • Dependencies: OpenCV, scikit-image, Pillow (PIL), NumPy, Matplotlib
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