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Library for ingesting and processing voxel (3D imaging) data

Project description

Voxio: I/O package for 3D images

Usage

  • Read images in parallel with simple_read_images(image_paths); convenience function with finder simple_find_read_images(image_directory, image_format)
  • Read volumes that would require more than system memory in chunks, use reader to perform compute/analysis chunk_read_stack_images(image_paths, image_reader)
  • Remove artifacts from volume with single object clear_everything_but_largest_object(image_paths, output_directory)
  • Alternative to scipy.ndimage.label for situations with insufficient memory label_binary_image(image_paths, output_directory)
  • Interpolate along the first dimension (z-axis) morphological_interpolation_max_resolution_spacing(labeled_stack, ceiled_inter_stack_voxel_distance)

Installation

pip install voxio

Project details


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