Metadata-Version: 2.4
Name: dqm-ml-images
Version: 1.1.6
Summary: Python library designed provide core dqm-ml metrics without huge dependencies, as well as common API shared by metrics
Author-email: SafenAI <support@safenai.io>
License-Expression: Apache-2.0
Project-URL: Homepage, https://irt-systemx.github.io/dqm-ml
Project-URL: Documentation, https://irt-systemx.github.io/dqm-ml
Project-URL: Repository, https://github.com/IRT-SystemX/dqm-ml
Keywords: ml,metrics,data
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Typing :: Typed
Requires-Python: >=3.10
Description-Content-Type: text/markdown
Requires-Dist: dqm-ml-core>=0.0.1
Requires-Dist: pillow>=10.0.0
Requires-Dist: scipy>=1.7.0

# DQM-ML Images

An extension for DQM-ML V2 providing metrics and feature extraction specifically for image data.

## Features

* Luminosity: Mean gray level calculation.
* Contrast: RMS contrast.
* Blur: Variance of Laplacian (sharpness measurement).
* Entropy: Information entropy of image histograms.

## Requirements

* `opencv-python`
* `pillow`
* `numpy`
