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Ecosystem

  • Installation
  • Workflow
    • Package Design
    • scPortrait Projects
    • Config Files
    • SpatialData
    • Segmentation
    • Single-cell image datasets
    • Featurization Methods
  • Tutorials
    • A Walk Through The scPortrait Ecosystem
    • Different segmentation workflows
    • Fine Tuning single-cell image extraction
    • Deep learning with scPortrait
    • Automatically parse image files from Opera Phenix imaging experiments
    • Stitch individual tif files into whole-slide images

Code Examples

  • Code Snippets
  • Example Projects
    • Sharded Cellpose Segmentation
    • Sharded Cellpose Segmentation on human protein atlas images

Module API

  • pipeline
    • project
    • segmentation
    • segmentation workflows
    • extraction
    • Featurization
    • selection
  • processing
  • plotting
    • scportrait.plotting.add_scalebar
    • scportrait.plotting.colorize
    • scportrait.plotting.generate_composite
  • io
  • tools
    • parse
    • stitch
    • ml
    • h5sc
    • sdata
  • .rst

tools

tools#

  • parse
  • PhenixParser
    • PhenixParser.generate_metadata()
    • PhenixParser.check_for_missing_files()
    • PhenixParser.replace_missing_images()
    • PhenixParser.parse()
    • PhenixParser.sort_wells()
    • PhenixParser.sort_timepoints()
  • CombinedPhenixParser
    • CombinedPhenixParser.get_datasets_to_combine()
  • stitch
  • Stitcher
    • Stitcher.get_stitching_information()
    • Stitcher.save_positions()
    • Stitcher.generate_thumbnail()
    • Stitcher.plot_qc()
    • Stitcher.stitch()
    • Stitcher.write_tif()
    • Stitcher.write_ome_zarr()
    • Stitcher.write_thumbnail()
    • Stitcher.write_spatialdata()
  • ParallelStitcher
    • ParallelStitcher.write_tif_parallel()
  • ml
    • datasets
    • metrics
    • models
    • plmodels
    • pretrained_models
    • transforms
    • utils
  • h5sc
  • get_image_with_cellid()
  • get_image_index()
  • sdata
  • write_image()
  • write_labels()
  • add_element_sdata()
  • rename_image_element()
  • get_featurization_results_as_df()
  • processing (pp)
    • percentile_normalize_image()
    • get_bounding_box_sdata()

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By Sophia Mädler and Niklas Schmacke

© Copyright 2026 Sophia Mädler and Niklas Schmacke.