Releases: izzalDev/izlearn
Releases · izzalDev/izlearn
Release list
Release v1.0.1
Release v1.0.0
1.0.0 (2024-6-18)
Features:
- Introduced
ImageExplorerclass within theizlearn.visionmodule. - 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
fungsikumodule 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