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Welcome to Fractal Tasks Core's documentation!

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Fractal tasks core is the official task package for the Fractal framework. It provides essential tools for building Fractal tasks, helpful utility functions, and a collection of ready-to-use tasks for processing bioimaging data. These tasks include OME-Zarr conversion, image registration, segmentation, and measurements.

This project is under active development 🔨. If you need help or found a bug, open an issue here.

Fractal overview Fractal is a framework developed at the BioVisionCenter to process bioimaging data at scale in the OME-Zarr format and prepare the images for interactive visualization.

Available Tasks

This package includes the following tasks. For all available Fractal tasks, check the task list page.

Image Conversion:

  • Convert Cellvoyager to OME-Zarr: Converts CV7000/CV8000 images to OME-Zarr format.
  • Convert Cellvoyager Multiplexing to OME-Zarr: Converts multiplexed images from CV7000/CV8000 to OME-Zarr.

Image Processing:

  • Project Image (HCS Plate): Generates intensity projections (e.g., maximum intensity projection) for images in an HCS plate.
  • Illumination Correction: Applies flatfield correction and background subtraction using pre-calculated illumination profiles.

Segmentation:

  • Cellpose Segmentation: Segments images using custom or pre-trained Cellpose models, with user-tunable options.

Registration:

  • Calculate Registration: Computes translations for aligning images in multiplexed image analysis.
  • Find Registration Consensus: Generates consensus transformations for aligning multiple acquisitions, updating ROI tables as necessary.
  • Apply Registration to Image: Applies registration to images based on existing or newly created ROI tables.

Measurements:

  • Napari Workflows Wrapper: Task to run existing napari workflows through Fractal to process images and labels and to generate new labels or measurement tables. Takes an arbitrary napari workflow yaml file to run.

Other Utilities:

  • Import OME-Zarr: Validates and processes existing OME-Zarr files, adding ROI tables and metadata for further processing in Fractal.

Contributors and license

Fractal was conceived in the Liberali Lab at the Friedrich Miescher Institute for Biomedical Research and in the Pelkmans Lab at the University of Zurich by @jluethi and @gusqgm. The Fractal project is now developed at the BioVisionCenter at the University of Zurich and the project lead is with @jluethi. The core development is done under contract by eXact lab S.r.l..

Unless otherwise specified, Fractal components are released under the BSD 3-Clause License, and copyright is with the BioVisionCenter at the University of Zurich.