Image Processing For Machine Learning python Package https://pypi.org/project/IPFML/

Jérôme BUISINE a98528c999 Merge tag 'v0.4.2' into develop vor 4 Jahren
docs 9833018107 Update of documentation for v0.4.2 vor 4 Jahren
images 420f833455 Add of metrics tests vor 5 Jahren
ipfml bb037905b6 ipfml package restructuration vor 4 Jahren
.gitignore 18f746547f Add of reconstruction methods for processing vor 4 Jahren
CONTRIBUTING.md 656c4714be Update of new repo for prise-3d organization vor 5 Jahren
LICENSE 656c4714be Update of new repo for prise-3d organization vor 5 Jahren
MANIFEST.in 420f833455 Add of metrics tests vor 5 Jahren
README.md bb037905b6 ipfml package restructuration vor 4 Jahren
README.rst bb037905b6 ipfml package restructuration vor 4 Jahren
build.sh 9833018107 Update of documentation for v0.4.2 vor 4 Jahren
ipfml_logo.png 3b54d584be Add of some examples in documentation vor 5 Jahren
requirements.txt bc24c7549d Setup updates vor 5 Jahren
setup.py 9833018107 Update of documentation for v0.4.2 vor 4 Jahren

README.md

Image Processing For Machine Learning

Installation

pip install ipfml

How to use ?

To use, simply do :

from PIL import Image
from ipfml.processing import transform
img = Image.open('path/to/image.png')
s = transform.get_LAB_L_SVD_s(img)

Modules

This project contains modules.

  • metrics : Metrics computation for model performance
  • utils : All utils functions developed for the package
  • exceptions : All customized exceptions
  • filters : Image filter module
  • iqa : Image quality assessments
  • processing : Image processing module

All these modules will be enhanced during development of the package. Documentation is available here.

How to contribute

Please refer to the guidelines file if you want to contribute!

Contributors

License

MIT