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bioimage - library to make working with biomedical images more comfortable

Project description

bioimage

Library for convenient handling of bioimages

Contains the following modules:

io

Convenient file management, uses pims and pycomfort under the hood. For example:

  • load_bio_image(from_file: Path) that allows loading microscopy images
  • load_frame(from_file: Path): that loads first frame of the microscopy image from the system path

filters

Useful filters to process images. For example:

  • rolling ball filter to fix some issues on the background
  • local_contrast filter that can be used together with thresholding to find boundaries of the objects
  • gray2color that deals with fluorescent images
  • glowing - for dealing with comparisons between normal and fluorescent images

comparisons

When you need to compare multiple conditions For example:

  • show_images that displays images from the whole folder as a grid plot
  • folder_to_conditions that allows splitting images in the folder to multiple conditions based on their namings
  • get_glowing_overlays that allows combining fluorescent and phase-contrast images

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