Projects
I have had the opportunity contribute to the following projects in the past.
BioimageLoader
Load bioimages for machine learning applications
bioimageloader is a python library to make it easy to load bioimage datasets for machine learning and deep learning.
Bioimages come in numerous and inhomogeneous forms. bioimageloader attempts to wrap them in unified interfaces, so that you can easily concatenate, perform image augmentation, and batch-load them.
bioimageloader provides
- collections of interfaces for popular and public bioimage datasets
- image augmentation using albumentations, which is popular and powerful image augmentation library (for 2D images)
- compatibility with pytorch
- and with others such as scikit-learn and tensorflow