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

Jérôme BUISINE babcd01f20 Merge tag 'v0.4.8' into develop 1 year ago
docs 5350ee3269 Add of stride parameter for convolution2D 1 year ago
images 420f833455 Add of metrics tests 2 years ago
ipfml 5350ee3269 Add of stride parameter for convolution2D 1 year ago
.gitignore 18f746547f Add of reconstruction methods for processing 1 year ago
CONTRIBUTING.md f0d4cc32f9 Contributing file update such as documentation 1 year ago
LICENSE 656c4714be Update of new repo for prise-3d organization 1 year ago
MANIFEST.in 420f833455 Add of metrics tests 2 years ago
README.md f0d4cc32f9 Contributing file update such as documentation 1 year ago
README.rst f0d4cc32f9 Contributing file update such as documentation 1 year ago
build.sh 9833018107 Update of documentation for v0.4.2 1 year ago
ipfml_logo.png 3b54d584be Add of some examples in documentation 1 year ago
requirements.txt bc24c7549d Setup updates 1 year ago
setup.py 5350ee3269 Add of stride parameter for convolution2D 1 year ago

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