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

Jérôme BUISINE 92ee684492 Merge branch 'release/v0.4.8' 5 jaren geleden
docs 5350ee3269 Add of stride parameter for convolution2D 5 jaren geleden
images 420f833455 Add of metrics tests 6 jaren geleden
ipfml 5350ee3269 Add of stride parameter for convolution2D 5 jaren geleden
.gitignore 18f746547f Add of reconstruction methods for processing 5 jaren geleden
CONTRIBUTING.md f0d4cc32f9 Contributing file update such as documentation 5 jaren geleden
LICENSE 656c4714be Update of new repo for prise-3d organization 5 jaren geleden
MANIFEST.in 420f833455 Add of metrics tests 6 jaren geleden
README.md f0d4cc32f9 Contributing file update such as documentation 5 jaren geleden
README.rst f0d4cc32f9 Contributing file update such as documentation 5 jaren geleden
build.sh 9833018107 Update of documentation for v0.4.2 5 jaren geleden
ipfml_logo.png 3b54d584be Add of some examples in documentation 5 jaren geleden
requirements.txt bc24c7549d Setup updates 5 jaren geleden
setup.py 5350ee3269 Add of stride parameter for convolution2D 5 jaren geleden

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 with convolution
  • 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