Skip to content

A library to facilitate machine learning on multi-dimensional images.

License

Notifications You must be signed in to change notification settings

Kainmueller-Lab/gunpowder

 
 

Repository files navigation

gunpowder

Build Status

A library to facilitate machine learning on large, multi-dimensional images.

gunpowder allows you to assemble a pipeline from data loading over pre-processing, random batch sampling, data augmentation, pre-caching, training/prediction, to storage of results on arbitrarily large volumes of multi-dimensional images. gunpowder is not tied to a particular learning framework, and thus complements libraries like torch, tensorflow.

The full documentation can be found here.

gunpowder was originally written by Jan Funke and is inspired by PyGreentea by William Grisaitis, Fabian Tschopp, and Srini Turaga.

About

A library to facilitate machine learning on multi-dimensional images.

Resources

License

Stars

Watchers

Forks

Packages

No packages published

Languages

  • Python 99.3%
  • Other 0.7%